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	Queer	Rural	Upper-Middle	No Formal Education	Movies, Skating, Running	36	Moderate	0.36	Balanced	83	4	5	155	35	0.5	12	Early Morning	No Action	37	196	83.0	Cancer	Plus Size	Friends Only
Non-binary	Straight	Small Town	Low	Associate’s	Fitness, Writing, Cooking	234	Extreme User	0.43	Optimistic	77	27	3	464	46	0.2	13	Afternoon	Ghosted	30	150	51.8	Libra	Average	Casual Dating
Transgender	Straight	Urban	Upper-Middle	MBA	Fitness, Gardening, Crafting	65	High	0.87	Swipe Maniac	97	6	0	290	74	0.21	11	After Midnight	Chat Ignored	48	199	73.3	Aries	Athletic	Hookups
Genderfluid	Asexual	Rural	Upper-Middle	Diploma	Podcasts, Pets, Gardening	224	Extreme User	0.48	Optimistic	96	27	2	415	11	0.28	9	Late Night	Mutual Match	22	151	63.2	Virgo	Plus Size	Serious Relationship
Male	Bisexual	Small Town	Lower-Middle	No Formal Education	Pets, Sneaker Culture, Astrology	175	Addicted	0.56	Optimistic	16	6	6	479	100	0.18	8	Afternoon	No Action	34	153	65.1	Gemini	Average	Networking
Genderfluid	Demisexual	Metro	Low	Diploma	Painting, Politics, Makeup	0	Barely	0.44	Optimistic	76	15	6	123	29	0.4	2	Afternoon	Instant Match	19	171	72.8	Leo	Curvy	Networking
Non-binary	Demisexual	Remote Area	High	High School	Cars, MMA, Skating	149	Addicted	0.71	Swipe Maniac	148	26	1	76	45	0.38	2	Early Morning	No Action	37	165	56.9	Leo	Average	Exploring
Prefer Not to Say	Queer	Small Town	Upper-Middle	PhD	Meditation, Foodie, Tech	32	Moderate	0.35	Balanced	34	27	5	4	37	0.35	0	Late Night	Instant Match	36	186	84.8	Leo	Muscular	Casual Dating
Non-binary	Bisexual	Metro	Middle	MBA	Board Games, Movies, Investing	99	High	0.07	Choosy	13	11	4	411	47	0.2	16	Early Morning	Mutual Match	44	170	76.6	Aries	Athletic	Serious Relationship
Male	Queer	Suburban	Very Low	Bachelor’s	Tech, Meditation, Reading	166	Addicted	0.73	Swipe Maniac	23	2	2	117	55	0.33	15	Late Night	Chat Ignored	31	186	67.8	Gemini	Slim	Hookups
Female	Gay	Urban	Middle	Postdoc	Cooking, Languages, Clubbing	49	Moderate	0.44	Optimistic	11	9	5	207	80	0.26	16	Afternoon	Chat Ignored	39	146	52.0	Capricorn	Athletic	Networking
Non-binary	Lesbian	Rural	Very High	PhD	Gaming, Poetry, Social Activism	280	Extreme User	0.19	Choosy	166	26	0	73	54	0.31	18	After Midnight	Blocked	36	172	70.7	Cancer	Average	Friends Only
Female	Gay	Rural	Lower-Middle	Diploma	Parenting, Sneaker Culture, Fashion	6	Very Low	0.48	Optimistic	103	1	0	94	24	0.28	1	Morning	Relationship Formed	30	187	81.5	Aquarius	Plus Size	Casual Dating
Transgender	Asexual	Remote Area	High	Master’s	Motorcycling, Music, MMA	167	Addicted	0.33	Balanced	35	5	2	379	12	0.27	3	Afternoon	Ghosted	53	162	59.0	Gemini	Slim	Exploring
Male	Demisexual	Metro	Middle	No Formal Education	Movies, Foodie, Cooking	131	Addicted	0.61	Optimistic	81	23	4	289	18	0.46	0	Early Morning	Chat Ignored	38	158	71.9	Scorpio	Curvy	Friends Only
Transgender	Bisexual	Suburban	Very High	Postdoc	Yoga, Traveling, Art	19	Low	0.11	Choosy	8	5	1	444	75	0.04	4	Morning	Ghosted	31	173	86.5	Leo	Athletic	Exploring
Male	Asexual	Metro	Low	No Formal Education	Movies, K-pop, Sneaker Culture	23	Low	0.28	Balanced	19	3	6	106	32	0.28	17	Afternoon	Blocked	45	178	92.5	Pisces	Average	Serious Relationship
Female	Gay	Suburban	Low	Diploma	Cars, Pets, Stand-up Comedy	193	Extreme User	0.22	Balanced	29	25	1	81	31	0.12	23	Late Night	No Action	49	197	106.7	Leo	Average	Serious Relationship
Non-binary	Demisexual	Remote Area	Lower-Middle	Master’s	Traveling, Tech, Memes	95	High	0.43	Optimistic	128	12	2	395	38	0.22	19	Evening	Chat Ignored	55	180	87.5	Capricorn	Curvy	Casual Dating
Male	Lesbian	Rural	Upper-Middle	Postdoc	Board Games, Fashion, Art	89	High	0.6	Optimistic	190	1	5	414	74	0.41	11	Morning	Chat Ignored	26	169	83.7	Libra	Muscular	Serious Relationship
Transgender	Queer	Remote Area	Very High	Associate’s	Art, K-pop, Makeup	281	Extreme User	0.47	Optimistic	163	20	2	90	79	0.07	15	Morning	Instant Match	28	195	84.0	Scorpio	Muscular	Networking
Transgender	Gay	Rural	High	Diploma	DIY, Binge-Watching, Cars	170	Addicted	0.39	Balanced	144	27	0	136	62	0.05	12	Morning	Instant Match	21	184	62.3	Leo	Curvy	Hookups
Female	Straight	Small Town	Middle	MBA	Memes, Movies, Art	242	Extreme User	0.54	Optimistic	200	11	1	127	51	0.13	18	After Midnight	Instant Match	51	197	109.4	Sagittarius	Plus Size	Friends Only
Female	Pansexual	Metro	Very High	Bachelor’s	Crafting, Binge-Watching, Board Games	162	Addicted	0.56	Optimistic	170	7	2	106	71	0.35	18	After Midnight	Chat Ignored	26	151	62.5	Taurus	Athletic	Networking
Female	Asexual	Remote Area	Low	Diploma	Coding, Fashion, Parenting	198	Extreme User	0.43	Optimistic	126	29	4	77	38	0.16	3	Afternoon	Date Happened	21	174	65.1	Capricorn	Muscular	Casual Dating
Male	Lesbian	Remote Area	Middle	MBA	Fashion, Sneaker Culture, Podcasts	280	Extreme User	0.45	Optimistic	57	10	2	108	84	0.17	9	Evening	Relationship Formed	42	193	68.9	Leo	Plus Size	Hookups
Non-binary	Demisexual	Suburban	High	No Formal Education	Poetry, Movies, Binge-Watching	275	Extreme User	0.19	Choosy	37	9	4	240	75	0.26	20	Morning	Catfished	28	173	60.2	Virgo	Plus Size	Hookups
Genderfluid	Gay	Metro	Very Low	Master’s	Politics, MMA, Investing	42	Moderate	0.8	Swipe Maniac	25	12	6	263	83	0.15	6	After Midnight	Date Happened	23	184	61.6	Aries	Plus Size	Networking
Male	Straight	Suburban	Very Low	PhD	Tech, Skating, Traveling	194	Extreme User	0.32	Balanced	15	15	5	85	99	0.45	0	Early Morning	No Action	21	177	87.1	Gemini	Plus Size	Exploring
Genderfluid	Demisexual	Metro	Upper-Middle	No Formal Education	Languages, Traveling, DIY	140	Addicted	0.83	Swipe Maniac	146	6	0	67	15	0.28	9	Evening	Blocked	59	182	75.5	Pisces	Slim	Friends Only
Genderfluid	Pansexual	Metro	Middle	Diploma	Foodie, Social Activism, Art	73	High	0.38	Balanced	191	18	6	324	21	0.23	12	After Midnight	No Action	58	166	77.4	Aquarius	Athletic	Networking
Non-binary	Demisexual	Suburban	Very High	Associate’s	Startups, Movies, Clubbing	71	High	0.38	Balanced	191	29	4	440	75	0.26	20	Afternoon	Mutual Match	23	156	57.2	Sagittarius	Curvy	Networking
Female	Demisexual	Small Town	Lower-Middle	Postdoc	K-pop, Reading, Photography	92	High	0.52	Optimistic	164	13	5	466	49	0.46	22	Afternoon	Catfished	59	166	67.5	Pisces	Average	Hookups
Transgender	Gay	Small Town	Middle	PhD	MMA, Music, Poetry	281	Extreme User	0.67	Optimistic	57	6	2	112	76	0.13	3	Early Morning	One-sided Like	53	160	62.7	Leo	Curvy	Serious Relationship
Transgender	Gay	Suburban	Lower-Middle	No Formal Education	Photography, Binge-Watching, Parenting	126	Addicted	0.11	Choosy	145	19	2	374	74	0.43	1	Early Morning	Blocked	26	166	81.6	Aquarius	Curvy	Exploring
Female	Bisexual	Rural	Lower-Middle	Associate’s	Skating, K-pop, Poetry	246	Extreme User	0.24	Balanced	168	25	1	489	87	0.67	8	Late Night	One-sided Like	45	171	76.0	Gemini	Curvy	Friends Only
Non-binary	Straight	Small Town	Upper-Middle	Bachelor’s	Reading, Tattoos, Gaming	36	Moderate	0.53	Optimistic	111	15	4	110	4	0.17	2	Afternoon	Relationship Formed	40	197	78.8	Pisces	Athletic	Networking
Male	Gay	Metro	Very Low	Bachelor’s	Meditation, Social Activism, Parenting	42	Moderate	0.59	Optimistic	197	0	0	434	39	0.22	20	Morning	Mutual Match	58	181	97.6	Taurus	Average	Networking
Female	Demisexual	Metro	Very Low	MBA	Painting, Dancing, Sneaker Culture	37	Moderate	0.82	Swipe Maniac	158	19	0	126	37	0.44	4	Early Morning	Blocked	53	161	67.7	Pisces	Curvy	Exploring
Non-binary	Asexual	Rural	Upper-Middle	Bachelor’s	Yoga, Gaming, Tech	163	Addicted	0.22	Balanced	50	2	3	31	89	0.25	15	Late Night	One-sided Like	48	154	54.3	Leo	Athletic	Exploring
Transgender	Gay	Suburban	Upper-Middle	MBA	Gaming, Reading, Foodie	246	Extreme User	0.58	Optimistic	25	22	0	404	63	0.12	3	Morning	Ghosted	19	170	71.7	Aries	Athletic	Hookups
Prefer Not to Say	Gay	Small Town	High	Bachelor’s	Music, Traveling, Memes	237	Extreme User	0.34	Balanced	171	27	0	82	66	0.17	17	After Midnight	One-sided Like	18	179	74.0	Aries	Curvy	Casual Dating
Non-binary	Gay	Urban	Low	Postdoc	Clubbing, Podcasts, Memes	162	Addicted	0.58	Optimistic	34	29	3	478	89	0.11	2	Late Night	Blocked	36	199	74.8	Aquarius	Average	Serious Relationship
Transgender	Queer	Small Town	Lower-Middle	PhD	DIY, Coding, Board Games	96	High	0.49	Optimistic	154	2	1	283	100	0.08	2	Early Morning	Date Happened	58	199	92.7	Libra	Muscular	Casual Dating
Non-binary	Gay	Remote Area	Middle	High School	Makeup, Coding, Anime	127	Addicted	0.46	Optimistic	164	4	0	178	36	0.16	1	Early Morning	Blocked	36	198	89.8	Aquarius	Average	Exploring
Male	Asexual	Suburban	Lower-Middle	No Formal Education	Poetry, Startups, K-pop	221	Extreme User	0.26	Balanced	169	5	3	34	52	0.41	17	Afternoon	Instant Match	18	154	46.0	Aquarius	Plus Size	Networking
Non-binary	Lesbian	Rural	Low	PhD	Sneaker Culture, Memes, Cooking	1	Barely	0.32	Balanced	35	20	2	144	62	0.46	23	Early Morning	Date Happened	43	167	81.7	Cancer	Slim	Casual Dating
Genderfluid	Pansexual	Small Town	Upper-Middle	Master’s	Board Games, DIY, Startups	144	Addicted	0.73	Swipe Maniac	129	18	4	113	7	0.04	0	Afternoon	One-sided Like	52	158	68.2	Libra	Plus Size	Networking
Genderfluid	Asexual	Metro	Middle	Master’s	K-pop, Binge-Watching, Tech	187	Extreme User	0.43	Optimistic	93	24	4	151	18	0.06	5	Evening	One-sided Like	39	199	78.8	Aquarius	Curvy	Friends Only
Transgender	Lesbian	Metro	Middle	Diploma	Crafting, Social Activism, Cars	207	Extreme User	0.39	Balanced	93	0	2	195	1	0.22	15	Early Morning	Mutual Match	46	159	48.0	Libra	Average	Friends Only
Male	Pansexual	Remote Area	Lower-Middle	High School	Politics, Hiking, DIY	260	Extreme User	0.91	Swipe Maniac	165	30	3	440	23	0.63	8	Early Morning	Relationship Formed	33	166	69.7	Aquarius	Athletic	Friends Only
Transgender	Gay	Urban	Very Low	MBA	Poetry, Painting, Startups	30	Moderate	0.57	Optimistic	172	8	6	388	12	0.27	15	Morning	Relationship Formed	33	180	94.0	Virgo	Slim	Exploring
Female	Straight	Metro	Middle	Diploma	Fashion, Investing, Tattoos	56	Moderate	0.53	Optimistic	31	11	6	405	84	0.28	5	Morning	Blocked	49	186	89.3	Libra	Average	Friends Only
Female	Lesbian	Suburban	Low	Postdoc	Yoga, Coding, Hiking	274	Extreme User	0.71	Swipe Maniac	71	15	2	443	19	0.24	16	Morning	Instant Match	53	165	65.1	Cancer	Athletic	Casual Dating
Genderfluid	Pansexual	Urban	Very Low	Bachelor’s	Reading, Dancing, Tattoos	283	Extreme User	0.78	Swipe Maniac	68	14	4	410	14	0.41	7	Afternoon	One-sided Like	19	163	51.3	Pisces	Muscular	Exploring
Prefer Not to Say	Gay	Suburban	Lower-Middle	No Formal Education	Foodie, Fashion, Running	74	High	0.52	Optimistic	42	24	5	271	75	0.08	4	Early Morning	Chat Ignored	36	179	64.4	Libra	Curvy	Serious Relationship
Non-binary	Gay	Remote Area	High	Master’s	Gardening, Languages, Dancing	237	Extreme User	0.61	Optimistic	134	7	0	65	69	0.32	0	Early Morning	Mutual Match	22	168	57.3	Cancer	Athletic	Friends Only
Non-binary	Gay	Small Town	Lower-Middle	Master’s	Fitness, Memes, Cooking	170	Addicted	1.0	Swipe Maniac	194	4	6	390	65	0.3	3	After Midnight	No Action	43	199	75.6	Pisces	Muscular	Friends Only
Non-binary	Queer	Small Town	Middle	PhD	Coding, Tattoos, Podcasts	65	High	0.78	Swipe Maniac	140	1	1	43	82	0.7	16	After Midnight	Relationship Formed	42	172	76.0	Capricorn	Plus Size	Hookups
Genderfluid	Bisexual	Urban	Middle	Associate’s	Crafting, Writing, Gardening	286	Extreme User	0.67	Optimistic	164	22	0	344	29	0.25	14	Late Night	Catfished	26	154	70.9	Taurus	Athletic	Casual Dating
Male	Lesbian	Urban	Low	PhD	Spirituality, Fitness, Tattoos	206	Extreme User	0.9	Swipe Maniac	152	18	0	163	42	0.23	17	Afternoon	Instant Match	32	190	71.5	Gemini	Average	Hookups
Transgender	Asexual	Small Town	Upper-Middle	Bachelor’s	Motorcycling, Music, Painting	142	Addicted	0.61	Optimistic	47	18	5	0	53	0.26	19	Evening	Catfished	23	168	83.8	Virgo	Athletic	Serious Relationship
Prefer Not to Say	Straight	Remote Area	Lower-Middle	Master’s	Yoga, Stand-up Comedy, Startups	278	Extreme User	0.66	Optimistic	109	0	3	34	93	0.13	1	Evening	Instant Match	23	177	91.2	Capricorn	Curvy	Exploring
Transgender	Queer	Suburban	Low	PhD	Crafting, Art, Cars	227	Extreme User	0.33	Balanced	11	1	3	162	18	0.29	14	Evening	One-sided Like	42	164	57.6	Cancer	Plus Size	Exploring
Female	Demisexual	Remote Area	Upper-Middle	High School	Memes, Meditation, Languages	29	Low	0.58	Optimistic	35	11	1	325	2	0.25	16	Afternoon	Blocked	25	178	83.0	Gemini	Curvy	Exploring
Transgender	Demisexual	Small Town	Upper-Middle	Diploma	Podcasts, History, Binge-Watching	151	Addicted	0.59	Optimistic	68	9	3	396	63	0.14	5	Afternoon	Mutual Match	21	199	82.4	Leo	Muscular	Networking
Genderfluid	Pansexual	Remote Area	Low	Associate’s	Sneaker Culture, Yoga, Spirituality	89	High	0.74	Swipe Maniac	54	9	4	2	98	0.11	1	Afternoon	One-sided Like	18	181	93.0	Pisces	Athletic	Exploring
Transgender	Lesbian	Rural	Very Low	Master’s	Astrology, Fitness, Binge-Watching	55	Moderate	0.64	Optimistic	83	17	2	161	58	0.31	9	Late Night	Mutual Match	35	196	99.9	Cancer	Plus Size	Exploring
Transgender	Lesbian	Metro	Upper-Middle	MBA	Hiking, Anime, Art	84	High	0.51	Optimistic	94	14	0	122	97	0.06	6	Morning	Ghosted	26	147	47.8	Pisces	Slim	Friends Only
Genderfluid	Asexual	Remote Area	Upper-Middle	Bachelor’s	Writing, Pets, Politics	42	Moderate	0.4	Optimistic	82	20	4	471	17	0.57	16	Evening	Blocked	42	158	53.4	Leo	Muscular	Serious Relationship
Male	Pansexual	Urban	Very High	Diploma	Startups, Board Games, Binge-Watching	94	High	0.41	Optimistic	176	19	4	46	56	0.41	5	Early Morning	Date Happened	47	174	78.4	Taurus	Athletic	Casual Dating
Non-binary	Lesbian	Small Town	Low	Diploma	Music, Memes, Reading	208	Extreme User	0.37	Balanced	118	17	6	90	15	0.65	11	After Midnight	Blocked	19	191	88.3	Libra	Athletic	Networking
Genderfluid	Lesbian	Metro	Middle	Associate’s	Skating, Hiking, Binge-Watching	113	High	0.58	Optimistic	32	26	2	384	4	0.03	6	Early Morning	Blocked	37	147	45.2	Capricorn	Muscular	Casual Dating
Genderfluid	Lesbian	Small Town	Very Low	Bachelor’s	Painting, Writing, Hiking	94	High	0.55	Optimistic	38	1	3	48	85	0.46	18	Early Morning	One-sided Like	54	176	57.0	Taurus	Athletic	Hookups
Genderfluid	Bisexual	Remote Area	Low	Associate’s	Cars, History, Politics	250	Extreme User	0.19	Choosy	154	15	0	309	7	0.23	0	Early Morning	Mutual Match	32	191	106.2	Libra	Athletic	Hookups
Female	Asexual	Metro	Very Low	MBA	Yoga, Pets, Astrology	192	Extreme User	0.75	Swipe Maniac	183	22	5	143	89	0.21	15	Early Morning	Relationship Formed	50	168	69.4	Aquarius	Plus Size	Casual Dating
Prefer Not to Say	Asexual	Rural	Upper-Middle	Bachelor’s	Hiking, Tattoos, Running	296	Extreme User	0.71	Swipe Maniac	159	25	1	116	0	0.04	9	Afternoon	Blocked	46	147	43.0	Libra	Athletic	Serious Relationship
Female	Bisexual	Urban	Middle	PhD	Clubbing, Painting, Cooking	145	Addicted	0.53	Optimistic	84	12	2	225	93	0.05	9	Morning	Date Happened	37	180	96.2	Pisces	Slim	Friends Only
Male	Gay	Small Town	Lower-Middle	Master’s	Fashion, MMA, History	53	Moderate	0.61	Optimistic	20	14	3	219	53	0.66	22	Evening	Instant Match	25	191	77.3	Aries	Athletic	Serious Relationship
Male	Asexual	Suburban	High	PhD	Social Activism, Crafting, Poetry	34	Moderate	0.42	Optimistic	32	0	6	294	20	0.13	17	Early Morning	Instant Match	49	175	60.3	Capricorn	Athletic	Exploring
Transgender	Straight	Metro	High	High School	Tattoos, History, Gaming	79	High	0.19	Choosy	33	7	0	345	14	0.22	12	Evening	Relationship Formed	53	198	92.5	Leo	Average	Friends Only
Prefer Not to Say	Queer	Urban	Middle	PhD	Podcasts, Board Games, Tech	171	Addicted	0.36	Balanced	62	4	1	101	87	0.17	15	Early Morning	Relationship Formed	44	145	60.6	Scorpio	Average	Hookups
Non-binary	Lesbian	Urban	Very High	Diploma	DIY, Podcasts, Stand-up Comedy	145	Addicted	0.24	Balanced	165	16	2	212	28	0.44	15	Early Morning	One-sided Like	46	160	59.6	Libra	Athletic	Hookups
Non-binary	Lesbian	Small Town	Lower-Middle	Associate’s	Music, Dancing, Sneaker Culture	125	Addicted	0.41	Optimistic	116	26	2	395	31	0.38	18	Late Night	Catfished	54	182	76.2	Leo	Slim	Exploring
Prefer Not to Say	Lesbian	Suburban	High	High School	Tech, Yoga, Spirituality	223	Extreme User	0.58	Optimistic	88	19	5	320	64	0.09	12	Evening	Catfished	58	153	48.9	Scorpio	Athletic	Hookups
Female	Lesbian	Metro	Very High	Postdoc	Parenting, Spirituality, Movies	251	Extreme User	0.56	Optimistic	168	17	1	410	87	0.08	15	Evening	Instant Match	22	177	70.5	Capricorn	Average	Networking
Genderfluid	Gay	Rural	Low	Postdoc	Traveling, Dancing, Movies	50	Moderate	0.54	Optimistic	199	8	5	445	3	0.26	12	Afternoon	Ghosted	39	195	85.9	Scorpio	Muscular	Exploring
Prefer Not to Say	Demisexual	Metro	Lower-Middle	Diploma	Board Games, Running, Politics	188	Extreme User	0.43	Optimistic	16	4	3	93	35	0.67	10	Afternoon	Blocked	21	158	53.9	Virgo	Slim	Casual Dating
Female	Queer	Rural	High	MBA	Foodie, Crafting, DIY	240	Extreme User	0.62	Optimistic	105	8	4	225	65	0.14	9	Late Night	Chat Ignored	22	162	71.4	Cancer	Plus Size	Casual Dating
Female	Lesbian	Rural	Very High	Bachelor’s	Parenting, Cars, Photography	11	Very Low	0.38	Balanced	78	13	5	70	40	0.46	0	Evening	Catfished	31	180	74.8	Pisces	Muscular	Hookups
Female	Demisexual	Rural	Middle	Postdoc	Astrology, Photography, Yoga	27	Low	0.8	Swipe Maniac	107	24	1	384	57	0.58	13	After Midnight	Date Happened	53	179	61.5	Leo	Muscular	Friends Only
Female	Bisexual	Remote Area	Lower-Middle	No Formal Education	History, Running, Meditation	110	High	0.26	Balanced	65	21	2	443	17	0.17	2	Morning	Catfished	58	167	65.0	Leo	Muscular	Serious Relationship
Male	Pansexual	Metro	Very High	Master’s	Hiking, Pets, Yoga	100	High	0.41	Optimistic	74	28	3	236	70	0.19	22	After Midnight	Mutual Match	58	158	71.6	Cancer	Slim	Exploring
Non-binary	Asexual	Metro	High	PhD	Traveling, Cars, Photography	266	Extreme User	0.63	Optimistic	74	22	5	26	58	0.65	0	Morning	Blocked	50	156	66.9	Aries	Plus Size	Networking
Prefer Not to Say	Lesbian	Urban	Lower-Middle	PhD	Languages, MMA, Yoga	124	Addicted	0.5	Optimistic	49	14	5	374	19	0.38	22	Early Morning	Catfished	23	154	56.9	Virgo	Muscular	Casual Dating
Prefer Not to Say	Pansexual	Rural	Very Low	MBA	Gardening, Binge-Watching, Tattoos	227	Extreme User	0.31	Balanced	3	3	1	208	80	0.67	7	After Midnight	Ghosted	59	180	71.0	Pisces	Plus Size	Hookups
Genderfluid	Demisexual	Suburban	Very Low	High School	Cooking, Traveling, Yoga	13	Very Low	0.35	Balanced	12	11	5	265	37	0.22	16	Afternoon	Ghosted	23	150	45.2	Taurus	Curvy	Friends Only
Transgender	Pansexual	Small Town	Low	Associate’s	Crafting, Tech, Board Games	231	Extreme User	0.42	Optimistic	172	18	3	11	65	0.25	5	After Midnight	Relationship Formed	41	180	89.4	Taurus	Average	Serious Relationship
Genderfluid	Demisexual	Metro	High	High School	Motorcycling, Tech, DIY	4	Barely	0.7	Swipe Maniac	85	20	5	129	77	0.62	9	Evening	Catfished	50	159	54.6	Gemini	Average	Casual Dating
Female	Straight	Small Town	Lower-Middle	MBA	Art, Makeup, Parenting	26	Low	0.87	Swipe Maniac	29	27	1	74	33	0.44	19	Afternoon	One-sided Like	39	163	53.1	Cancer	Plus Size	Exploring

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