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	Bisexual	Metro	High	No Formal Education	Cars, Anime, Binge-Watching	98	High	0.38	Balanced	88	2	0	16	32	0.21	12	Morning	Date Happened	57	196	91.8	Cancer	Muscular	Serious Relationship
Transgender	Demisexual	Remote Area	Very High	Master’s	Running, Traveling, Foodie	216	Extreme User	0.55	Optimistic	168	10	6	290	89	0.42	5	Early Morning	Ghosted	38	167	51.6	Sagittarius	Athletic	Friends Only
Non-binary	Demisexual	Urban	Middle	Master’s	Yoga, Dancing, Traveling	122	Addicted	0.43	Optimistic	131	19	3	490	35	0.11	6	After Midnight	Ghosted	47	182	87.4	Pisces	Athletic	Friends Only
Transgender	Straight	Urban	High	Master’s	Parenting, Astrology, History	190	Extreme User	0.28	Balanced	86	0	0	247	98	0.09	16	Morning	Blocked	32	161	66.9	Taurus	Plus Size	Friends Only
Female	Asexual	Remote Area	High	Postdoc	Art, Stand-up Comedy, Binge-Watching	270	Extreme User	0.83	Swipe Maniac	151	19	4	100	55	0.36	23	Early Morning	Date Happened	44	174	78.1	Cancer	Curvy	Casual Dating
Prefer Not to Say	Pansexual	Small Town	Very High	PhD	Dancing, Coding, Astrology	9	Very Low	0.8	Swipe Maniac	104	18	5	494	8	0.3	15	Evening	Date Happened	48	193	85.3	Scorpio	Average	Networking
Genderfluid	Bisexual	Rural	Very High	Associate’s	Running, Spirituality, Memes	19	Low	0.35	Balanced	58	21	4	130	50	0.22	8	Early Morning	Relationship Formed	24	154	65.5	Capricorn	Slim	Serious Relationship
Female	Straight	Suburban	Very High	PhD	Fitness, Binge-Watching, Hiking	220	Extreme User	0.56	Optimistic	12	1	6	411	35	0.35	17	Late Night	Chat Ignored	33	197	105.2	Gemini	Slim	Casual Dating
Male	Pansexual	Small Town	High	No Formal Education	Gardening, Meditation, Tech	273	Extreme User	0.52	Optimistic	169	17	2	399	14	0.29	7	Evening	Relationship Formed	45	169	80.0	Taurus	Plus Size	Serious Relationship
Prefer Not to Say	Asexual	Suburban	Upper-Middle	Associate’s	Hiking, MMA, Board Games	40	Moderate	0.43	Optimistic	84	20	1	484	61	0.31	0	Early Morning	Ghosted	53	164	60.2	Aries	Muscular	Exploring
Prefer Not to Say	Pansexual	Suburban	High	Bachelor’s	K-pop, Spirituality, Poetry	82	High	0.68	Optimistic	109	6	5	83	46	0.25	3	Afternoon	No Action	55	156	44.8	Gemini	Average	Exploring
Genderfluid	Gay	Urban	Low	High School	Hiking, Fitness, Cooking	138	Addicted	0.42	Optimistic	45	3	6	231	43	0.41	3	Late Night	Relationship Formed	50	192	98.4	Cancer	Average	Friends Only
Transgender	Gay	Metro	High	Bachelor’s	Reading, Writing, Pets	198	Extreme User	0.47	Optimistic	48	17	2	371	2	0.22	19	Early Morning	One-sided Like	26	194	74.1	Taurus	Plus Size	Hookups
Female	Lesbian	Rural	Low	Postdoc	Motorcycling, Painting, Fashion	245	Extreme User	0.53	Optimistic	193	20	2	15	43	0.11	12	Evening	One-sided Like	43	194	94.1	Aries	Average	Exploring
Genderfluid	Demisexual	Suburban	Low	Associate’s	History, Podcasts, Skating	300	Extreme User	0.57	Optimistic	191	22	0	499	95	0.37	7	After Midnight	Date Happened	34	185	93.4	Scorpio	Slim	Serious Relationship
Genderfluid	Queer	Metro	Lower-Middle	Master’s	Fashion, Dancing, Running	96	High	0.41	Optimistic	0	0	0	340	47	0.26	20	Afternoon	Chat Ignored	29	160	58.9	Cancer	Muscular	Exploring
Prefer Not to Say	Straight	Rural	Very High	PhD	Reading, Traveling, Movies	266	Extreme User	0.92	Swipe Maniac	143	24	0	303	17	0.14	15	Evening	Relationship Formed	44	197	84.6	Leo	Athletic	Friends Only
Genderfluid	Asexual	Urban	Upper-Middle	No Formal Education	Podcasts, Foodie, Fitness	159	Addicted	0.61	Optimistic	137	26	3	150	4	0.0	3	Early Morning	No Action	56	189	81.1	Pisces	Curvy	Exploring
Prefer Not to Say	Lesbian	Remote Area	Lower-Middle	MBA	Yoga, Art, Astrology	210	Extreme User	0.38	Balanced	19	16	2	38	63	0.38	9	After Midnight	No Action	42	184	98.2	Libra	Slim	Exploring
Transgender	Straight	Urban	Lower-Middle	Master’s	Pets, Parenting, Reading	70	High	0.7	Swipe Maniac	134	19	4	436	12	0.17	11	Early Morning	One-sided Like	28	180	86.2	Leo	Plus Size	Networking
Non-binary	Asexual	Rural	Very Low	Diploma	Makeup, Tech, Meditation	40	Moderate	0.7	Swipe Maniac	59	1	2	159	97	0.29	17	Late Night	One-sided Like	57	169	57.7	Gemini	Plus Size	Casual Dating
Prefer Not to Say	Pansexual	Small Town	High	Bachelor’s	Movies, Binge-Watching, Crafting	20	Low	0.55	Optimistic	79	29	3	47	84	0.44	10	Afternoon	Mutual Match	18	170	66.5	Cancer	Athletic	Networking
Female	Gay	Urban	Upper-Middle	No Formal Education	Movies, Skating, Dancing	240	Extreme User	0.64	Optimistic	92	12	4	54	33	0.36	5	Late Night	Relationship Formed	34	196	106.8	Leo	Athletic	Hookups
Female	Gay	Rural	Low	Diploma	Social Activism, Makeup, Motorcycling	53	Moderate	0.65	Optimistic	161	25	0	240	27	0.61	23	After Midnight	Ghosted	45	167	55.2	Pisces	Muscular	Friends Only
Female	Bisexual	Metro	Very Low	Postdoc	Art, Makeup, Tattoos	96	High	0.24	Balanced	126	17	1	30	55	0.39	6	Late Night	Chat Ignored	50	196	75.7	Gemini	Athletic	Serious Relationship
Female	Pansexual	Rural	Low	MBA	Meditation, Poetry, Coding	137	Addicted	0.52	Optimistic	63	19	6	455	15	0.15	22	Evening	No Action	38	199	106.9	Virgo	Curvy	Networking
Prefer Not to Say	Queer	Urban	Very Low	MBA	Meditation, Fashion, Sneaker Culture	129	Addicted	0.39	Balanced	176	4	4	94	82	0.08	18	Early Morning	Blocked	37	157	56.7	Pisces	Plus Size	Exploring
Female	Straight	Suburban	Low	No Formal Education	Tattoos, Cooking, MMA	202	Extreme User	0.78	Swipe Maniac	34	30	1	141	14	0.49	18	Early Morning	Blocked	44	163	52.3	Aquarius	Athletic	Hookups
Prefer Not to Say	Gay	Remote Area	Very Low	MBA	Movies, Astrology, Tech	228	Extreme User	0.84	Swipe Maniac	36	4	5	331	100	0.4	3	Afternoon	Instant Match	50	188	68.2	Cancer	Muscular	Hookups
Transgender	Demisexual	Remote Area	Upper-Middle	Bachelor’s	Running, K-pop, Fashion	74	High	0.42	Optimistic	52	12	2	96	85	0.2	21	Morning	Date Happened	35	169	75.1	Pisces	Average	Serious Relationship
Transgender	Pansexual	Metro	Very Low	Bachelor’s	Hiking, Board Games, Clubbing	81	High	0.51	Optimistic	15	1	5	234	67	0.08	9	Morning	Chat Ignored	45	166	52.1	Aquarius	Slim	Networking
Male	Pansexual	Suburban	Lower-Middle	Bachelor’s	Pets, Board Games, Hiking	242	Extreme User	0.39	Balanced	195	16	0	300	58	0.08	11	Afternoon	Blocked	50	161	47.7	Cancer	Muscular	Friends Only
Transgender	Bisexual	Remote Area	Very High	Bachelor’s	Skating, DIY, Art	82	High	0.52	Optimistic	122	7	3	463	17	0.12	0	Morning	Date Happened	39	168	54.5	Leo	Average	Serious Relationship
Transgender	Bisexual	Small Town	Upper-Middle	Diploma	Photography, Art, Tattoos	189	Extreme User	0.43	Optimistic	133	8	5	50	34	0.37	21	Late Night	No Action	32	198	92.1	Aries	Athletic	Friends Only
Prefer Not to Say	Demisexual	Urban	Very Low	High School	Fitness, Coding, Spirituality	125	Addicted	0.59	Optimistic	193	30	5	476	71	0.28	19	Late Night	Relationship Formed	42	195	70.7	Aries	Average	Serious Relationship
Female	Queer	Small Town	Very Low	Diploma	Music, Foodie, Motorcycling	283	Extreme User	0.51	Optimistic	107	18	2	0	61	0.11	6	Morning	One-sided Like	48	177	62.0	Aquarius	Curvy	Hookups
Prefer Not to Say	Pansexual	Remote Area	Very High	MBA	Spirituality, Motorcycling, Art	300	Extreme User	0.41	Optimistic	51	20	3	342	77	0.19	18	Late Night	Instant Match	32	178	66.5	Libra	Athletic	Serious Relationship
Male	Demisexual	Metro	Upper-Middle	Associate’s	Fitness, Foodie, Dancing	172	Addicted	0.28	Balanced	91	15	6	123	68	0.24	10	Evening	Blocked	55	152	44.6	Leo	Muscular	Networking
Transgender	Straight	Remote Area	Very Low	High School	Makeup, Traveling, Politics	210	Extreme User	0.39	Balanced	11	3	3	211	68	0.14	23	Early Morning	One-sided Like	43	174	75.7	Scorpio	Slim	Casual Dating
Prefer Not to Say	Queer	Remote Area	Low	Associate’s	Sneaker Culture, Tech, Cars	49	Moderate	0.89	Swipe Maniac	9	4	0	470	75	0.43	13	Early Morning	No Action	32	175	83.3	Gemini	Athletic	Friends Only
Prefer Not to Say	Queer	Suburban	Very Low	Master’s	Fitness, History, Photography	47	Moderate	0.15	Choosy	64	25	4	274	95	0.27	20	Morning	Mutual Match	21	200	88.0	Gemini	Muscular	Networking
Transgender	Pansexual	Small Town	Low	No Formal Education	Gardening, Tech, Poetry	169	Addicted	0.65	Optimistic	25	2	4	298	29	0.37	18	Afternoon	Mutual Match	21	198	73.3	Capricorn	Average	Serious Relationship
Transgender	Asexual	Rural	Very High	PhD	Languages, Motorcycling, Anime	13	Very Low	0.49	Optimistic	189	3	5	292	2	0.15	21	Afternoon	Blocked	30	163	65.6	Taurus	Average	Serious Relationship
Female	Lesbian	Suburban	High	No Formal Education	Tattoos, Pets, Fashion	107	High	0.57	Optimistic	50	4	2	235	7	0.39	21	Evening	Blocked	31	196	107.9	Gemini	Average	Friends Only
Genderfluid	Lesbian	Urban	Very Low	Associate’s	Cars, Podcasts, Crafting	153	Addicted	0.4	Optimistic	175	13	1	352	8	0.65	5	Evening	Chat Ignored	46	196	81.8	Pisces	Average	Networking
Male	Lesbian	Rural	Very Low	Postdoc	Pets, MMA, Poetry	55	Moderate	0.55	Optimistic	21	5	1	37	19	0.31	13	Early Morning	Chat Ignored	56	177	72.7	Aries	Athletic	Friends Only
Female	Lesbian	Rural	High	Postdoc	Parenting, Languages, MMA	271	Extreme User	0.54	Optimistic	151	28	4	168	57	0.08	5	Late Night	Relationship Formed	23	169	85.4	Libra	Plus Size	Casual Dating
Prefer Not to Say	Bisexual	Metro	Middle	Diploma	History, Running, Art	161	Addicted	0.54	Optimistic	66	19	1	474	93	0.47	0	Morning	Chat Ignored	40	172	78.7	Sagittarius	Athletic	Serious Relationship
Non-binary	Demisexual	Small Town	Middle	High School	Meditation, Photography, Motorcycling	64	High	0.59	Optimistic	13	3	5	358	68	0.48	3	Late Night	Date Happened	51	182	79.8	Capricorn	Muscular	Networking
Transgender	Lesbian	Urban	Upper-Middle	Diploma	Painting, Politics, Traveling	123	Addicted	0.55	Optimistic	12	8	6	310	69	0.18	2	Morning	Relationship Formed	47	155	49.5	Libra	Average	Casual Dating
Genderfluid	Gay	Rural	Upper-Middle	Postdoc	Reading, Spirituality, Astrology	281	Extreme User	0.48	Optimistic	34	26	1	22	54	0.59	15	Morning	Ghosted	34	175	69.5	Virgo	Muscular	Networking
Female	Gay	Small Town	Low	PhD	Cooking, Board Games, Tattoos	279	Extreme User	0.16	Choosy	20	10	3	84	87	0.29	8	Afternoon	Mutual Match	26	170	79.8	Aries	Average	Serious Relationship
Male	Straight	Urban	Very High	No Formal Education	Tattoos, Music, Reading	165	Addicted	1.0	Swipe Maniac	42	24	5	413	81	0.2	18	Early Morning	One-sided Like	27	189	70.7	Aries	Average	Casual Dating
Prefer Not to Say	Bisexual	Metro	Very High	High School	Running, Painting, Social Activism	190	Extreme User	0.64	Optimistic	14	12	5	383	77	0.43	0	After Midnight	Ghosted	27	165	54.4	Scorpio	Muscular	Hookups
Non-binary	Asexual	Metro	High	High School	Investing, Social Activism, Coding	149	Addicted	1.0	Swipe Maniac	66	5	0	279	18	0.21	19	After Midnight	Catfished	24	174	58.1	Cancer	Plus Size	Hookups
Genderfluid	Queer	Rural	Middle	Postdoc	Cooking, Yoga, Pets	147	Addicted	0.63	Optimistic	128	19	6	21	40	0.39	12	Evening	Mutual Match	55	192	95.1	Virgo	Athletic	Networking
Genderfluid	Demisexual	Metro	Very Low	No Formal Education	Startups, Gaming, Hiking	133	Addicted	0.01	Choosy	62	12	2	325	43	0.38	2	Afternoon	Relationship Formed	49	160	48.4	Leo	Athletic	Networking
Non-binary	Lesbian	Metro	Middle	High School	Fitness, Poetry, Yoga	137	Addicted	0.33	Balanced	130	7	2	189	84	0.25	1	Afternoon	No Action	40	147	45.6	Aquarius	Plus Size	Exploring
Female	Demisexual	Remote Area	Very Low	Postdoc	Parenting, Dancing, Podcasts	240	Extreme User	0.38	Balanced	13	6	1	123	52	0.14	19	Late Night	Relationship Formed	37	148	55.2	Virgo	Average	Serious Relationship
Transgender	Asexual	Urban	Very High	Postdoc	Pets, Traveling, Cooking	31	Moderate	0.56	Optimistic	68	25	0	475	15	0.08	12	Afternoon	Relationship Formed	29	180	94.6	Capricorn	Slim	Exploring
Male	Straight	Rural	High	Bachelor’s	Social Activism, Pets, Languages	242	Extreme User	0.12	Choosy	127	28	1	264	24	0.41	12	After Midnight	Blocked	30	152	53.4	Sagittarius	Average	Friends Only
Genderfluid	Gay	Metro	Lower-Middle	Associate’s	Yoga, MMA, Cooking	72	High	0.28	Balanced	178	12	4	347	37	0.46	23	Morning	Relationship Formed	52	194	74.5	Scorpio	Plus Size	Casual Dating
Genderfluid	Pansexual	Metro	Lower-Middle	Diploma	Music, Fitness, Poetry	66	High	0.64	Optimistic	94	23	5	432	67	0.39	13	Morning	One-sided Like	57	200	76.0	Libra	Slim	Friends Only
Non-binary	Pansexual	Urban	Middle	No Formal Education	DIY, Coding, Podcasts	199	Extreme User	0.58	Optimistic	40	11	6	191	96	0.35	9	Early Morning	Ghosted	26	172	85.8	Virgo	Plus Size	Networking
Transgender	Bisexual	Remote Area	High	Master’s	Astrology, Painting, MMA	95	High	0.22	Balanced	75	6	6	466	93	0.07	0	After Midnight	One-sided Like	20	148	62.9	Aquarius	Average	Networking
Transgender	Demisexual	Rural	Middle	Bachelor’s	Coding, Investing, Makeup	271	Extreme User	0.45	Optimistic	129	29	0	395	28	0.33	23	Early Morning	Instant Match	55	158	46.7	Leo	Muscular	Friends Only
Female	Lesbian	Rural	Lower-Middle	Diploma	Clubbing, History, Motorcycling	31	Moderate	0.39	Balanced	172	22	2	19	37	0.19	21	After Midnight	Mutual Match	30	169	72.8	Pisces	Muscular	Casual Dating
Non-binary	Bisexual	Suburban	Low	Associate’s	Crafting, Writing, Fashion	269	Extreme User	0.54	Optimistic	65	18	2	452	90	0.2	3	Evening	Blocked	59	183	67.0	Leo	Plus Size	Friends Only
Female	Gay	Urban	Very Low	PhD	Stand-up Comedy, Clubbing, Tattoos	63	High	0.57	Optimistic	139	1	4	499	25	0.11	7	Late Night	One-sided Like	39	162	70.6	Aries	Slim	Networking
Prefer Not to Say	Bisexual	Metro	Low	Diploma	Binge-Watching, Social Activism, Foodie	115	High	0.85	Swipe Maniac	10	6	6	17	92	0.13	2	Early Morning	Catfished	25	174	77.2	Virgo	Slim	Exploring
Genderfluid	Queer	Rural	Middle	High School	Clubbing, Investing, Poetry	282	Extreme User	0.63	Optimistic	184	27	4	456	1	0.14	0	Morning	Blocked	29	199	114.1	Aquarius	Athletic	Serious Relationship
Male	Straight	Small Town	Very Low	Master’s	Poetry, Photography, Languages	65	High	0.4	Optimistic	152	16	0	125	88	0.36	12	Afternoon	Date Happened	44	176	80.2	Leo	Athletic	Hookups
Prefer Not to Say	Queer	Rural	High	Bachelor’s	Startups, Photography, Tattoos	212	Extreme User	0.2	Balanced	0	0	3	188	78	0.29	11	Morning	Mutual Match	34	162	65.9	Leo	Athletic	Friends Only
Male	Pansexual	Small Town	Very Low	High School	Stand-up Comedy, Podcasts, Makeup	146	Addicted	0.0	Choosy	27	17	2	115	29	0.33	12	Late Night	Date Happened	48	200	102.8	Pisces	Curvy	Friends Only
Non-binary	Straight	Small Town	Low	MBA	Fashion, Anime, Tattoos	80	High	0.71	Swipe Maniac	55	19	4	258	18	0.35	2	Morning	Date Happened	32	190	88.1	Capricorn	Curvy	Hookups
Non-binary	Asexual	Rural	Middle	High School	Reading, Spirituality, Dancing	150	Addicted	0.34	Balanced	33	16	4	208	95	0.41	1	Afternoon	Mutual Match	20	192	81.8	Taurus	Muscular	Exploring
Non-binary	Bisexual	Metro	Middle	MBA	Board Games, Sneaker Culture, Dancing	265	Extreme User	0.66	Optimistic	177	3	0	382	16	0.06	13	Early Morning	Mutual Match	50	193	102.4	Leo	Muscular	Exploring
Female	Straight	Small Town	Low	Master’s	DIY, Binge-Watching, Startups	45	Moderate	0.6	Optimistic	195	0	3	78	87	0.43	14	Early Morning	Instant Match	24	161	50.5	Taurus	Curvy	Hookups
Prefer Not to Say	Bisexual	Urban	Low	Associate’s	Spirituality, Astrology, Writing	26	Low	0.63	Optimistic	110	16	4	93	55	0.2	18	Early Morning	Date Happened	31	189	103.9	Taurus	Curvy	Casual Dating
Prefer Not to Say	Queer	Metro	Very High	Postdoc	Social Activism, Yoga, History	107	High	0.18	Choosy	134	26	2	148	95	0.4	1	Early Morning	Blocked	40	196	108.3	Sagittarius	Athletic	Casual Dating
Non-binary	Straight	Small Town	Middle	Associate’s	Astrology, Memes, Fitness	244	Extreme User	0.52	Optimistic	170	29	4	377	67	0.03	4	Evening	Mutual Match	29	150	63.7	Libra	Slim	Serious Relationship
Female	Bisexual	Remote Area	Lower-Middle	High School	Gaming, Movies, K-pop	189	Extreme User	0.76	Swipe Maniac	115	22	5	9	77	0.25	1	Late Night	Instant Match	40	156	51.1	Pisces	Athletic	Networking
Genderfluid	Gay	Rural	Lower-Middle	Diploma	Music, Parenting, Running	130	Addicted	0.5	Optimistic	149	25	1	206	96	0.05	19	After Midnight	Catfished	52	153	63.9	Virgo	Muscular	Casual Dating
Genderfluid	Demisexual	Small Town	Upper-Middle	MBA	K-pop, Coding, Languages	233	Extreme User	0.64	Optimistic	22	16	2	74	68	0.13	11	Late Night	Chat Ignored	58	152	41.8	Pisces	Muscular	Networking
Prefer Not to Say	Bisexual	Suburban	Lower-Middle	High School	Coding, Music, Investing	158	Addicted	0.53	Optimistic	145	19	6	499	24	0.21	5	Morning	One-sided Like	36	198	73.3	Cancer	Slim	Casual Dating
Female	Bisexual	Rural	Very High	Diploma	Board Games, Binge-Watching, Makeup	286	Extreme User	0.39	Balanced	14	6	4	358	2	0.2	17	Evening	Ghosted	29	161	50.5	Aquarius	Plus Size	Hookups
Transgender	Gay	Metro	Very High	MBA	Music, Social Activism, Running	89	High	0.34	Balanced	191	6	2	287	92	0.28	7	Late Night	Catfished	44	186	94.4	Aries	Muscular	Exploring
Female	Asexual	Remote Area	High	Master’s	Social Activism, Fitness, Stand-up Comedy	70	High	0.68	Optimistic	168	28	4	387	2	0.28	9	Early Morning	Instant Match	27	147	52.7	Aries	Curvy	Networking
Transgender	Gay	Suburban	High	MBA	Astrology, Music, Languages	75	High	0.7	Swipe Maniac	103	18	6	183	69	0.27	21	Morning	Chat Ignored	51	164	50.6	Libra	Curvy	Serious Relationship
Prefer Not to Say	Pansexual	Urban	Very High	Postdoc	DIY, Makeup, Writing	208	Extreme User	0.42	Optimistic	161	2	6	110	1	0.4	17	Evening	Chat Ignored	53	149	57.3	Virgo	Muscular	Serious Relationship
Male	Lesbian	Suburban	Very High	Postdoc	Foodie, Makeup, Astrology	61	High	0.83	Swipe Maniac	64	26	1	397	34	0.27	12	Late Night	Ghosted	19	169	78.5	Cancer	Slim	Exploring
Female	Pansexual	Small Town	Lower-Middle	No Formal Education	Music, Anime, Skating	114	High	0.74	Swipe Maniac	0	0	5	436	65	0.51	13	Late Night	Chat Ignored	22	147	50.8	Pisces	Plus Size	Serious Relationship
Transgender	Gay	Urban	Very Low	MBA	Investing, Fashion, Cooking	41	Moderate	0.34	Balanced	171	6	6	313	42	0.23	0	Early Morning	One-sided Like	57	177	69.6	Capricorn	Athletic	Serious Relationship
Transgender	Straight	Small Town	High	Bachelor’s	Reading, Coding, Podcasts	37	Moderate	0.65	Optimistic	188	10	0	232	52	0.1	5	After Midnight	Relationship Formed	51	164	70.7	Taurus	Average	Friends Only
Female	Queer	Remote Area	Middle	Diploma	Gaming, Tattoos, Cars	112	High	0.73	Swipe Maniac	163	8	2	8	63	0.2	14	Evening	Catfished	58	159	70.3	Virgo	Curvy	Casual Dating
Non-binary	Demisexual	Suburban	Very Low	PhD	Traveling, Tattoos, Binge-Watching	210	Extreme User	0.73	Swipe Maniac	171	4	4	70	44	0.17	0	Late Night	One-sided Like	19	197	103.2	Pisces	Average	Networking
Prefer Not to Say	Queer	Remote Area	High	PhD	DIY, Gaming, Anime	289	Extreme User	0.44	Optimistic	179	29	4	34	98	0.04	8	Early Morning	Chat Ignored	48	194	92.2	Taurus	Plus Size	Networking
Genderfluid	Pansexual	Urban	Low	Associate’s	Fashion, Clubbing, Politics	45	Moderate	0.46	Optimistic	33	30	2	183	91	0.44	5	Morning	Instant Match	45	170	69.1	Libra	Muscular	Exploring
Transgender	Gay	Metro	Upper-Middle	High School	Clubbing, Hiking, Tech	84	High	0.47	Optimistic	173	3	0	308	20	0.42	0	Evening	One-sided Like	42	158	61.9	Aries	Plus Size	Networking
Female	Demisexual	Suburban	Very High	Postdoc	K-pop, Foodie, Traveling	239	Extreme User	0.83	Swipe Maniac	126	17	4	499	44	0.21	12	Early Morning	Blocked	18	189	85.7	Aries	Curvy	Serious Relationship

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