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
Non-binary	Queer	Suburban	Upper-Middle	High School	Politics, Podcasts, Skating	257	Extreme User	0.36	Balanced	48	14	3	447	38	0.18	20	Early Morning	Relationship Formed	45	199	92.7	Virgo	Average	Networking
Prefer Not to Say	Lesbian	Suburban	Upper-Middle	Bachelor’s	Gardening, Tattoos, DIY	205	Extreme User	0.56	Optimistic	148	4	0	144	97	0.24	8	Evening	Relationship Formed	33	146	39.9	Capricorn	Slim	Networking
Transgender	Straight	Suburban	Very Low	High School	Photography, Investing, Art	104	High	0.76	Swipe Maniac	59	24	1	114	2	0.24	11	After Midnight	Date Happened	33	163	77.6	Virgo	Slim	Hookups
Genderfluid	Gay	Small Town	Very Low	Diploma	Art, Motorcycling, Photography	182	Extreme User	0.27	Balanced	52	14	4	179	28	0.05	5	Morning	Blocked	28	162	73.2	Libra	Plus Size	Hookups
Male	Demisexual	Metro	Low	MBA	Spirituality, Binge-Watching, Board Games	72	High	0.53	Optimistic	196	12	3	392	91	0.38	2	Late Night	No Action	33	163	74.9	Libra	Slim	Serious Relationship
Male	Lesbian	Remote Area	Low	No Formal Education	Writing, Painting, Tech	13	Very Low	0.38	Balanced	120	14	5	202	96	0.31	19	Afternoon	Catfished	23	176	64.1	Leo	Average	Networking
Male	Lesbian	Metro	Middle	PhD	Yoga, Pets, Cars	266	Extreme User	0.48	Optimistic	4	4	0	101	83	0.37	12	Morning	No Action	49	151	62.7	Leo	Athletic	Hookups
Male	Asexual	Urban	Low	No Formal Education	Podcasts, Traveling, Politics	248	Extreme User	0.38	Balanced	115	29	5	382	27	0.4	3	Afternoon	No Action	26	150	55.6	Sagittarius	Slim	Exploring
Non-binary	Lesbian	Urban	Very High	Master’s	Running, Reading, Sneaker Culture	47	Moderate	0.72	Swipe Maniac	101	14	0	208	92	0.04	1	Evening	One-sided Like	42	175	59.4	Cancer	Curvy	Hookups
Male	Demisexual	Remote Area	High	Associate’s	Hiking, Clubbing, Cooking	180	Extreme User	0.29	Balanced	8	6	4	246	11	0.21	15	After Midnight	Instant Match	40	185	79.1	Aries	Average	Casual Dating
Genderfluid	Pansexual	Urban	Middle	MBA	Poetry, Motorcycling, Movies	187	Extreme User	0.68	Optimistic	3	2	0	144	41	0.44	3	After Midnight	Blocked	18	194	112.5	Aquarius	Curvy	Networking
Prefer Not to Say	Straight	Rural	Very High	Master’s	Sneaker Culture, Startups, Astrology	67	High	0.75	Swipe Maniac	18	16	2	68	65	0.25	2	After Midnight	Chat Ignored	43	163	63.8	Virgo	Muscular	Networking
Female	Queer	Remote Area	Lower-Middle	Master’s	Music, Astrology, Coding	106	High	0.96	Swipe Maniac	146	29	6	326	27	0.3	17	Late Night	No Action	34	194	78.7	Virgo	Athletic	Serious Relationship
Genderfluid	Queer	Metro	Middle	No Formal Education	Tattoos, Yoga, Coding	252	Extreme User	0.55	Optimistic	39	19	1	362	18	0.36	8	Evening	Catfished	28	148	40.5	Pisces	Curvy	Networking
Male	Pansexual	Remote Area	Very Low	PhD	Stand-up Comedy, Art, Pets	82	High	0.31	Balanced	61	28	4	346	14	0.19	5	Morning	Blocked	26	191	73.3	Virgo	Athletic	Casual Dating
Transgender	Pansexual	Rural	Very High	High School	Clubbing, Board Games, Coding	220	Extreme User	0.77	Swipe Maniac	140	6	0	395	15	0.37	0	After Midnight	Blocked	29	163	70.4	Pisces	Average	Casual Dating
Prefer Not to Say	Demisexual	Urban	Middle	Master’s	Gardening, Board Games, Cooking	180	Extreme User	0.88	Swipe Maniac	43	2	3	261	56	0.33	7	Morning	Chat Ignored	36	163	75.5	Pisces	Slim	Networking
Genderfluid	Queer	Suburban	Very High	No Formal Education	Foodie, Tech, Social Activism	76	High	0.0	Choosy	88	0	4	75	62	0.09	23	Evening	One-sided Like	28	193	79.0	Aries	Slim	Exploring
Genderfluid	Asexual	Metro	Upper-Middle	Postdoc	Music, Fitness, Social Activism	115	High	0.37	Balanced	144	6	4	8	31	0.21	18	After Midnight	One-sided Like	32	146	59.7	Taurus	Curvy	Exploring
Genderfluid	Queer	Rural	Middle	MBA	Skating, Music, Gaming	9	Very Low	0.64	Optimistic	20	10	3	481	98	0.06	19	Afternoon	Relationship Formed	53	148	60.9	Aries	Plus Size	Casual Dating
Genderfluid	Asexual	Small Town	High	Diploma	Reading, Spirituality, Tattoos	252	Extreme User	0.54	Optimistic	34	26	1	339	12	0.05	23	After Midnight	Chat Ignored	22	149	47.5	Sagittarius	Athletic	Exploring
Female	Straight	Small Town	Lower-Middle	PhD	Foodie, Cooking, Art	144	Addicted	0.38	Balanced	18	2	0	459	78	0.2	2	Evening	Mutual Match	49	193	87.2	Virgo	Slim	Networking
Transgender	Pansexual	Rural	Low	Diploma	MMA, Cars, Politics	291	Extreme User	0.32	Balanced	159	16	5	446	43	0.9	10	Morning	Chat Ignored	18	185	79.7	Taurus	Muscular	Exploring
Male	Straight	Small Town	Very High	Master’s	Board Games, Yoga, Running	206	Extreme User	0.59	Optimistic	3	0	6	341	71	0.45	8	Morning	Ghosted	30	177	66.4	Sagittarius	Average	Hookups
Non-binary	Lesbian	Remote Area	Very Low	Postdoc	Cars, Traveling, Yoga	133	Addicted	0.37	Balanced	145	26	5	193	2	0.16	6	Afternoon	Chat Ignored	30	170	66.5	Aquarius	Curvy	Networking
Genderfluid	Lesbian	Remote Area	Very Low	Associate’s	Gardening, Coding, Music	257	Extreme User	0.2	Balanced	133	24	6	56	67	0.29	22	Early Morning	Blocked	38	166	57.3	Virgo	Average	Casual Dating
Female	Asexual	Suburban	Middle	High School	Investing, Hiking, Music	48	Moderate	0.71	Swipe Maniac	18	11	5	87	3	0.37	18	Late Night	Instant Match	26	165	58.3	Virgo	Slim	Hookups
Transgender	Gay	Rural	Low	PhD	Traveling, Podcasts, Makeup	29	Low	0.79	Swipe Maniac	119	20	5	17	39	0.14	23	Morning	Date Happened	18	156	65.5	Virgo	Slim	Serious Relationship
Non-binary	Asexual	Metro	High	Associate’s	Cooking, Music, Sneaker Culture	176	Addicted	0.65	Optimistic	14	6	1	101	4	0.22	6	Afternoon	Chat Ignored	23	148	50.6	Sagittarius	Muscular	Hookups
Non-binary	Pansexual	Metro	Lower-Middle	No Formal Education	Coding, Binge-Watching, Investing	215	Extreme User	0.26	Balanced	3	3	0	227	13	0.26	14	Evening	Mutual Match	52	165	57.2	Aries	Slim	Exploring
Transgender	Pansexual	Small Town	Middle	Master’s	Poetry, Startups, Cars	54	Moderate	0.51	Optimistic	16	3	2	325	35	0.36	23	Morning	One-sided Like	57	180	60.3	Capricorn	Average	Casual Dating
Prefer Not to Say	Gay	Urban	Lower-Middle	PhD	Politics, Board Games, K-pop	200	Extreme User	0.52	Optimistic	185	12	4	68	73	0.35	3	Evening	Blocked	50	166	82.1	Cancer	Muscular	Serious Relationship
Genderfluid	Straight	Remote Area	Lower-Middle	High School	K-pop, Foodie, Music	103	High	0.58	Optimistic	179	17	6	479	54	0.03	14	After Midnight	Ghosted	21	197	97.0	Cancer	Curvy	Networking
Genderfluid	Demisexual	Suburban	Lower-Middle	Master’s	Languages, Astrology, Clubbing	268	Extreme User	0.62	Optimistic	136	12	2	159	29	0.13	7	After Midnight	Relationship Formed	32	167	53.8	Virgo	Average	Exploring
Prefer Not to Say	Asexual	Urban	Upper-Middle	Diploma	Music, Makeup, Running	72	High	0.73	Swipe Maniac	162	14	0	290	61	0.2	16	Afternoon	Relationship Formed	35	149	45.7	Aquarius	Athletic	Friends Only
Genderfluid	Gay	Rural	Low	Postdoc	Art, K-pop, Clubbing	65	High	0.88	Swipe Maniac	13	2	3	148	66	0.14	20	After Midnight	Relationship Formed	41	147	43.7	Scorpio	Curvy	Casual Dating
Transgender	Lesbian	Rural	High	No Formal Education	Crafting, Clubbing, Foodie	244	Extreme User	0.22	Balanced	163	16	3	478	53	0.11	8	Morning	Relationship Formed	29	146	55.8	Capricorn	Athletic	Friends Only
Non-binary	Gay	Urban	Very Low	Associate’s	Running, Dancing, Gardening	213	Extreme User	0.53	Optimistic	133	20	2	428	36	0.21	8	After Midnight	Relationship Formed	34	160	62.7	Capricorn	Plus Size	Exploring
Prefer Not to Say	Straight	Rural	Lower-Middle	Associate’s	Cooking, Traveling, Startups	58	Moderate	0.49	Optimistic	160	0	2	304	5	0.3	19	Morning	One-sided Like	28	151	47.0	Taurus	Curvy	Hookups
Male	Demisexual	Remote Area	Upper-Middle	Master’s	Memes, Social Activism, Painting	66	High	0.53	Optimistic	188	28	5	40	19	0.37	22	Afternoon	Mutual Match	35	161	52.6	Virgo	Curvy	Friends Only
Genderfluid	Gay	Small Town	Very Low	PhD	Dancing, Painting, Social Activism	44	Moderate	0.63	Optimistic	136	22	1	73	13	0.34	11	Late Night	Mutual Match	29	166	72.5	Capricorn	Plus Size	Exploring
Female	Bisexual	Metro	Middle	No Formal Education	Movies, Binge-Watching, Parenting	257	Extreme User	0.18	Choosy	73	15	4	417	19	0.35	9	Early Morning	Relationship Formed	46	198	96.8	Aquarius	Muscular	Friends Only
Transgender	Asexual	Metro	Lower-Middle	Associate’s	Foodie, Astrology, Coding	74	High	0.07	Choosy	13	1	6	373	91	0.34	23	After Midnight	Blocked	28	178	75.7	Leo	Curvy	Exploring
Prefer Not to Say	Lesbian	Urban	Middle	Master’s	MMA, Poetry, Social Activism	103	High	0.6	Optimistic	26	25	3	52	96	0.28	16	Afternoon	One-sided Like	36	161	47.2	Capricorn	Plus Size	Friends Only
Male	Queer	Remote Area	Middle	Postdoc	Cars, Movies, Yoga	298	Extreme User	0.64	Optimistic	59	27	5	183	12	0.73	20	After Midnight	Blocked	26	197	112.2	Cancer	Plus Size	Hookups
Prefer Not to Say	Bisexual	Suburban	Lower-Middle	No Formal Education	Languages, Photography, Fashion	232	Extreme User	0.37	Balanced	60	12	4	383	83	0.1	5	After Midnight	One-sided Like	49	193	87.5	Gemini	Curvy	Serious Relationship
Female	Pansexual	Rural	Low	Diploma	Tattoos, Cooking, Gardening	44	Moderate	0.33	Balanced	189	5	5	229	16	0.17	21	Late Night	Date Happened	33	188	98.6	Aries	Slim	Casual Dating
Male	Bisexual	Remote Area	Upper-Middle	Diploma	Gaming, Astrology, Tattoos	287	Extreme User	0.75	Swipe Maniac	129	10	2	341	88	0.31	6	Early Morning	One-sided Like	47	191	77.7	Aquarius	Muscular	Casual Dating
Non-binary	Demisexual	Small Town	Low	PhD	Yoga, Gaming, Board Games	61	High	0.64	Optimistic	41	28	5	178	12	0.37	12	Late Night	No Action	31	150	60.5	Gemini	Athletic	Serious Relationship
Non-binary	Queer	Remote Area	Lower-Middle	High School	History, Crafting, Meditation	142	Addicted	0.76	Swipe Maniac	71	28	0	43	85	0.37	13	Evening	Blocked	57	176	55.8	Sagittarius	Athletic	Hookups
Female	Lesbian	Small Town	Low	PhD	Skating, Board Games, Running	28	Low	0.66	Optimistic	67	29	4	388	93	0.34	20	Late Night	No Action	51	163	53.1	Libra	Plus Size	Networking
Non-binary	Gay	Urban	High	No Formal Education	Movies, Cars, Running	15	Low	0.45	Optimistic	122	20	2	153	80	0.08	11	Afternoon	Chat Ignored	48	179	71.5	Capricorn	Slim	Casual Dating
Male	Lesbian	Rural	Lower-Middle	Bachelor’s	Politics, Binge-Watching, Pets	32	Moderate	0.69	Optimistic	45	3	2	379	1	0.89	17	Early Morning	Instant Match	52	161	58.3	Sagittarius	Curvy	Casual Dating
Non-binary	Bisexual	Urban	Lower-Middle	Postdoc	Motorcycling, Board Games, Podcasts	53	Moderate	0.6	Optimistic	145	30	4	185	43	0.31	6	Afternoon	No Action	22	155	44.0	Virgo	Muscular	Networking
Prefer Not to Say	Pansexual	Urban	Very Low	Bachelor’s	Startups, Anime, Running	270	Extreme User	0.22	Balanced	156	5	3	158	29	0.26	4	Late Night	No Action	25	180	72.6	Virgo	Average	Casual Dating
Transgender	Queer	Urban	Low	Master’s	Writing, Meditation, Politics	95	High	0.58	Optimistic	156	9	4	57	46	0.6	23	Early Morning	Mutual Match	23	153	55.2	Leo	Athletic	Networking
Transgender	Gay	Small Town	High	PhD	Stand-up Comedy, Hiking, Social Activism	263	Extreme User	0.32	Balanced	124	26	6	341	25	0.11	6	Early Morning	Relationship Formed	25	174	57.2	Aquarius	Curvy	Casual Dating
Female	Gay	Rural	Upper-Middle	Bachelor’s	Music, Running, Poetry	56	Moderate	0.51	Optimistic	114	3	2	318	13	0.27	3	After Midnight	One-sided Like	46	170	56.9	Capricorn	Curvy	Networking
Genderfluid	Gay	Urban	Upper-Middle	Associate’s	Photography, Board Games, Yoga	131	Addicted	0.43	Optimistic	16	15	3	108	17	0.06	9	Evening	Relationship Formed	54	182	85.8	Aquarius	Muscular	Casual Dating
Genderfluid	Asexual	Rural	Very High	No Formal Education	Foodie, Coding, Yoga	254	Extreme User	0.93	Swipe Maniac	156	9	0	191	70	0.12	11	Early Morning	Blocked	18	162	52.5	Scorpio	Slim	Hookups
Non-binary	Gay	Metro	Low	Associate’s	Politics, Memes, Motorcycling	271	Extreme User	0.51	Optimistic	20	16	2	118	66	0.33	13	After Midnight	No Action	59	162	48.6	Taurus	Plus Size	Serious Relationship
Female	Queer	Urban	High	Master’s	Tech, Pets, Yoga	271	Extreme User	0.42	Optimistic	197	9	5	229	7	0.38	23	Morning	Date Happened	51	159	65.2	Gemini	Plus Size	Casual Dating
Transgender	Straight	Remote Area	Low	MBA	Spirituality, Makeup, Startups	288	Extreme User	0.69	Optimistic	75	18	0	367	58	0.32	23	After Midnight	One-sided Like	45	164	64.3	Scorpio	Average	Hookups
Non-binary	Straight	Metro	Lower-Middle	Master’s	Yoga, Makeup, Sneaker Culture	199	Extreme User	0.76	Swipe Maniac	124	17	3	41	1	0.29	20	Late Night	Date Happened	45	190	82.3	Virgo	Athletic	Networking
Male	Asexual	Urban	Low	Associate’s	Makeup, Binge-Watching, Tech	191	Extreme User	0.78	Swipe Maniac	187	8	4	202	61	0.13	7	Early Morning	Blocked	23	188	67.5	Aquarius	Average	Serious Relationship
Prefer Not to Say	Asexual	Suburban	Middle	High School	Investing, Dancing, Crafting	162	Addicted	0.73	Swipe Maniac	26	7	5	390	30	0.21	21	Afternoon	Mutual Match	39	171	76.0	Aquarius	Muscular	Networking
Non-binary	Lesbian	Urban	Middle	Bachelor’s	Painting, Crafting, Memes	26	Low	0.69	Optimistic	169	5	2	375	79	0.17	17	Afternoon	Mutual Match	33	172	62.4	Aquarius	Average	Casual Dating
Prefer Not to Say	Straight	Metro	High	Master’s	Yoga, Social Activism, Skating	141	Addicted	0.73	Swipe Maniac	31	19	5	431	17	0.38	5	Afternoon	Relationship Formed	23	191	77.7	Taurus	Slim	Casual Dating
Non-binary	Bisexual	Metro	High	High School	Pets, Politics, Cars	38	Moderate	0.34	Balanced	86	26	0	260	1	0.27	3	After Midnight	Ghosted	52	168	84.4	Cancer	Slim	Friends Only
Male	Bisexual	Rural	High	Postdoc	Startups, Spirituality, DIY	47	Moderate	0.29	Balanced	184	3	3	3	12	0.28	14	Late Night	Mutual Match	45	146	45.2	Taurus	Curvy	Hookups
Male	Straight	Urban	High	PhD	Photography, Traveling, History	39	Moderate	0.18	Choosy	88	1	2	134	83	0.41	16	Early Morning	Ghosted	21	196	105.6	Scorpio	Slim	Exploring
Prefer Not to Say	Straight	Metro	Middle	Master’s	Fashion, Clubbing, Reading	191	Extreme User	0.53	Optimistic	195	3	6	355	62	0.11	8	After Midnight	No Action	54	184	92.4	Libra	Plus Size	Hookups
Non-binary	Straight	Urban	Upper-Middle	Bachelor’s	Tattoos, Memes, Sneaker Culture	54	Moderate	0.38	Balanced	170	20	2	471	15	0.37	5	Early Morning	Relationship Formed	22	150	63.9	Pisces	Muscular	Hookups
Prefer Not to Say	Pansexual	Suburban	Low	High School	Parenting, History, Politics	105	High	0.51	Optimistic	22	12	4	166	32	0.23	11	Afternoon	Date Happened	31	175	83.6	Gemini	Plus Size	Networking
Non-binary	Pansexual	Small Town	Upper-Middle	PhD	Coding, Politics, MMA	41	Moderate	0.69	Optimistic	34	20	2	367	5	0.35	17	Early Morning	One-sided Like	47	159	49.3	Taurus	Muscular	Hookups
Genderfluid	Lesbian	Urban	Lower-Middle	Postdoc	Tattoos, Clubbing, Investing	168	Addicted	0.33	Balanced	5	0	4	410	51	0.61	10	Morning	Ghosted	39	200	112.8	Scorpio	Slim	Casual Dating
Male	Bisexual	Metro	High	MBA	Memes, Crafting, MMA	257	Extreme User	0.46	Optimistic	139	19	6	117	36	0.09	9	Evening	Blocked	42	199	73.3	Libra	Muscular	Friends Only
Prefer Not to Say	Lesbian	Small Town	Upper-Middle	Postdoc	Photography, Anime, Binge-Watching	1	Barely	0.53	Optimistic	107	1	2	74	20	0.43	15	Afternoon	Date Happened	24	199	106.9	Scorpio	Plus Size	Friends Only
Non-binary	Demisexual	Suburban	Low	MBA	K-pop, Cooking, History	0	Barely	0.44	Optimistic	79	12	6	226	69	0.12	9	Evening	Relationship Formed	45	196	81.8	Sagittarius	Slim	Hookups
Prefer Not to Say	Gay	Remote Area	Middle	Diploma	Yoga, MMA, Tattoos	199	Extreme User	0.8	Swipe Maniac	108	19	2	239	28	0.03	12	Afternoon	Mutual Match	55	154	67.4	Pisces	Athletic	Networking
Male	Pansexual	Rural	Very High	Diploma	Painting, Hiking, Writing	283	Extreme User	0.61	Optimistic	28	25	0	234	38	0.31	18	After Midnight	Catfished	59	153	57.6	Aquarius	Average	Friends Only
Genderfluid	Straight	Urban	Upper-Middle	Bachelor’s	Art, Gardening, Yoga	107	High	0.6	Optimistic	44	24	1	56	99	0.17	9	Afternoon	No Action	46	151	60.2	Leo	Plus Size	Serious Relationship
Female	Lesbian	Metro	Upper-Middle	Associate’s	Investing, Binge-Watching, Social Activism	118	High	0.38	Balanced	47	23	3	468	56	0.42	6	Early Morning	One-sided Like	52	162	61.7	Pisces	Slim	Friends Only
Genderfluid	Demisexual	Remote Area	Lower-Middle	MBA	Poetry, Coding, Politics	30	Moderate	0.45	Optimistic	154	22	1	329	45	0.22	8	Late Night	No Action	56	176	75.9	Pisces	Slim	Networking
Prefer Not to Say	Straight	Urban	High	Associate’s	Traveling, Painting, Running	293	Extreme User	0.59	Optimistic	95	9	0	50	80	0.16	14	Evening	Instant Match	24	166	59.5	Cancer	Curvy	Serious Relationship
Prefer Not to Say	Bisexual	Rural	Very Low	Associate’s	Poetry, Clubbing, Makeup	127	Addicted	0.73	Swipe Maniac	49	8	1	84	55	0.2	22	Early Morning	Date Happened	58	175	61.2	Libra	Athletic	Casual Dating
Prefer Not to Say	Demisexual	Rural	Very High	Postdoc	Music, Coding, Fitness	210	Extreme User	0.43	Optimistic	19	15	6	142	6	0.36	14	Morning	One-sided Like	47	156	52.6	Taurus	Plus Size	Serious Relationship
Male	Lesbian	Urban	Lower-Middle	High School	Cooking, Investing, Languages	40	Moderate	0.02	Choosy	86	14	1	279	24	0.18	22	Early Morning	Mutual Match	46	148	63.3	Aquarius	Average	Serious Relationship
Male	Asexual	Suburban	High	High School	Coding, Hiking, Parenting	20	Low	0.22	Balanced	109	9	0	289	59	0.14	13	Morning	Date Happened	22	190	90.2	Aries	Athletic	Networking
Female	Lesbian	Small Town	Lower-Middle	Master’s	Cooking, Meditation, Parenting	214	Extreme User	0.75	Swipe Maniac	3	1	4	249	26	0.46	9	Late Night	Ghosted	47	154	46.2	Cancer	Average	Hookups
Transgender	Bisexual	Remote Area	Middle	Postdoc	Investing, Yoga, Sneaker Culture	58	Moderate	0.54	Optimistic	148	27	5	491	38	0.22	16	Afternoon	Date Happened	26	176	63.2	Pisces	Average	Serious Relationship
Female	Lesbian	Small Town	Very Low	No Formal Education	Cooking, Binge-Watching, Clubbing	196	Extreme User	0.33	Balanced	1	1	2	62	12	0.41	22	After Midnight	Relationship Formed	58	145	47.5	Scorpio	Curvy	Serious Relationship
Prefer Not to Say	Bisexual	Small Town	Lower-Middle	Master’s	Foodie, Skating, Gaming	193	Extreme User	0.38	Balanced	2	2	6	479	28	0.45	12	Evening	No Action	18	166	80.7	Capricorn	Curvy	Hookups
Prefer Not to Say	Gay	Small Town	Low	Diploma	MMA, Painting, Startups	181	Extreme User	0.28	Balanced	163	20	0	289	38	0.06	16	Evening	No Action	22	189	94.3	Taurus	Curvy	Serious Relationship
Transgender	Pansexual	Metro	Middle	Diploma	Painting, Foodie, Poetry	288	Extreme User	0.64	Optimistic	131	20	5	219	36	0.25	0	Afternoon	Mutual Match	25	164	64.8	Virgo	Average	Hookups
Non-binary	Straight	Remote Area	Middle	No Formal Education	Gaming, Stand-up Comedy, Pets	286	Extreme User	0.18	Choosy	119	12	3	493	97	0.28	16	Morning	Relationship Formed	47	182	78.5	Leo	Slim	Casual Dating
Non-binary	Demisexual	Urban	Very High	MBA	Makeup, Astrology, Parenting	39	Moderate	0.43	Optimistic	156	15	3	405	91	0.55	7	Morning	Instant Match	56	169	57.1	Libra	Plus Size	Exploring
Transgender	Pansexual	Small Town	High	Postdoc	MMA, Photography, Anime	50	Moderate	0.81	Swipe Maniac	143	5	0	95	4	0.07	5	Afternoon	Chat Ignored	56	152	62.1	Pisces	Curvy	Exploring
Male	Bisexual	Small Town	Low	High School	Painting, Motorcycling, Writing	11	Very Low	0.41	Optimistic	149	13	5	248	96	0.36	16	Early Morning	Relationship Formed	26	198	85.9	Libra	Slim	Friends Only
Non-binary	Asexual	Urban	Low	MBA	Crafting, Binge-Watching, Art	59	Moderate	0.27	Balanced	94	8	4	293	29	0.23	6	Afternoon	Instant Match	28	193	96.8	Aquarius	Curvy	Casual Dating

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