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
Female	Asexual	Small Town	Very Low	Associate’s	Board Games, Spirituality, Gardening	133	Addicted	0.36	Balanced	74	1	2	77	81	0.46	6	Evening	Relationship Formed	44	172	55.0	Capricorn	Athletic	Networking
Female	Straight	Small Town	Low	High School	Art, Startups, K-pop	135	Addicted	0.59	Optimistic	13	1	3	248	72	0.07	22	After Midnight	Chat Ignored	26	157	56.9	Leo	Athletic	Exploring
Prefer Not to Say	Queer	Metro	Lower-Middle	No Formal Education	Yoga, Makeup, Fitness	221	Extreme User	0.36	Balanced	53	19	3	242	53	0.42	22	Evening	Mutual Match	58	173	79.0	Leo	Average	Friends Only
Male	Pansexual	Urban	Lower-Middle	No Formal Education	Binge-Watching, Foodie, Social Activism	263	Extreme User	0.92	Swipe Maniac	88	23	5	230	10	0.31	21	Evening	Relationship Formed	59	171	67.3	Gemini	Curvy	Friends Only
Male	Queer	Urban	Middle	PhD	Reading, Pets, Astrology	71	High	0.53	Optimistic	193	16	5	269	82	0.42	12	Afternoon	Date Happened	52	167	50.5	Capricorn	Athletic	Hookups
Female	Queer	Metro	Middle	PhD	Stand-up Comedy, Tech, Binge-Watching	165	Addicted	0.76	Swipe Maniac	161	5	5	147	85	0.24	5	After Midnight	Instant Match	53	173	56.9	Aries	Plus Size	Friends Only
Non-binary	Pansexual	Small Town	Very Low	Postdoc	Investing, Binge-Watching, Tech	214	Extreme User	0.12	Choosy	190	13	6	285	66	0.15	2	Late Night	No Action	53	179	88.8	Capricorn	Muscular	Hookups
Male	Demisexual	Rural	Low	Associate’s	Parenting, Makeup, Podcasts	179	Addicted	0.49	Optimistic	161	27	1	8	58	0.41	8	Morning	Catfished	28	198	103.1	Libra	Average	Hookups
Male	Demisexual	Metro	Upper-Middle	MBA	Binge-Watching, Clubbing, Cooking	286	Extreme User	0.7	Swipe Maniac	104	29	2	490	64	0.1	20	Afternoon	Ghosted	41	149	54.6	Capricorn	Athletic	Serious Relationship
Prefer Not to Say	Lesbian	Urban	Middle	Associate’s	Poetry, Photography, Pets	231	Extreme User	0.06	Choosy	148	19	6	457	12	0.25	5	Evening	Blocked	45	171	76.6	Taurus	Curvy	Serious Relationship
Transgender	Queer	Suburban	Very Low	Master’s	MMA, Movies, History	46	Moderate	0.36	Balanced	169	24	5	245	10	0.47	5	Evening	One-sided Like	53	150	48.1	Aquarius	Muscular	Friends Only
Prefer Not to Say	Pansexual	Rural	Very High	MBA	Makeup, Art, Yoga	61	High	0.8	Swipe Maniac	42	3	6	257	66	0.17	12	Evening	Mutual Match	47	156	47.0	Aries	Muscular	Casual Dating
Genderfluid	Demisexual	Rural	Lower-Middle	Associate’s	Fashion, Parenting, DIY	243	Extreme User	0.48	Optimistic	173	20	1	98	7	0.19	19	Early Morning	Instant Match	54	151	44.5	Scorpio	Average	Hookups
Female	Queer	Urban	Middle	Associate’s	History, Cars, Foodie	262	Extreme User	0.15	Choosy	18	4	3	227	87	0.08	12	Afternoon	Instant Match	56	153	55.9	Sagittarius	Slim	Exploring
Transgender	Straight	Remote Area	Lower-Middle	MBA	Foodie, Movies, Spirituality	222	Extreme User	0.44	Optimistic	131	8	0	400	48	0.07	19	Morning	No Action	27	181	80.9	Cancer	Athletic	Serious Relationship
Non-binary	Straight	Rural	Middle	Diploma	Makeup, Gardening, Cooking	282	Extreme User	0.64	Optimistic	78	23	3	12	54	0.57	4	After Midnight	One-sided Like	38	174	76.3	Scorpio	Athletic	Networking
Transgender	Asexual	Suburban	Upper-Middle	MBA	Makeup, Photography, Meditation	207	Extreme User	0.64	Optimistic	196	7	5	401	17	0.34	21	Afternoon	Relationship Formed	27	145	60.8	Capricorn	Curvy	Friends Only
Genderfluid	Straight	Suburban	Low	Diploma	Foodie, Cars, Pets	229	Extreme User	0.35	Balanced	60	9	5	222	32	0.35	7	Early Morning	Instant Match	36	195	87.5	Gemini	Curvy	Serious Relationship
Transgender	Pansexual	Remote Area	High	High School	Tech, Movies, History	124	Addicted	0.89	Swipe Maniac	4	2	0	20	48	0.22	18	Evening	Date Happened	33	194	97.9	Aries	Average	Networking
Female	Asexual	Suburban	High	No Formal Education	Spirituality, Motorcycling, Skating	0	Barely	0.32	Balanced	1	1	3	11	21	0.3	17	Late Night	Catfished	54	189	81.4	Cancer	Average	Exploring
Prefer Not to Say	Lesbian	Small Town	High	Bachelor’s	Binge-Watching, Foodie, Podcasts	201	Extreme User	0.42	Optimistic	160	14	0	218	72	0.27	16	Morning	Ghosted	46	161	65.6	Pisces	Average	Exploring
Female	Gay	Suburban	High	Diploma	Investing, Skating, Tech	110	High	0.0	Choosy	65	5	3	355	69	0.09	7	After Midnight	Mutual Match	26	173	81.4	Pisces	Curvy	Serious Relationship
Prefer Not to Say	Gay	Small Town	High	Master’s	Memes, Reading, Podcasts	226	Extreme User	0.51	Optimistic	43	22	5	212	72	0.3	20	Morning	Ghosted	52	147	49.9	Virgo	Average	Networking
Male	Pansexual	Rural	Very Low	No Formal Education	Board Games, Stand-up Comedy, Painting	229	Extreme User	0.52	Optimistic	83	4	6	299	26	0.22	21	Late Night	Catfished	19	161	73.1	Libra	Plus Size	Networking
Female	Pansexual	Rural	Low	MBA	Reading, Social Activism, Makeup	53	Moderate	0.57	Optimistic	125	15	6	205	62	0.29	10	Early Morning	One-sided Like	39	166	60.9	Aquarius	Average	Casual Dating
Male	Gay	Remote Area	High	MBA	Skating, DIY, Startups	289	Extreme User	0.59	Optimistic	43	28	5	171	15	0.38	13	Afternoon	Chat Ignored	19	148	60.7	Scorpio	Plus Size	Friends Only
Prefer Not to Say	Asexual	Small Town	High	PhD	Social Activism, Parenting, Tattoos	17	Low	0.53	Optimistic	122	15	6	165	75	0.34	15	Evening	Date Happened	51	180	72.9	Virgo	Athletic	Casual Dating
Genderfluid	Queer	Urban	Very Low	No Formal Education	K-pop, Motorcycling, Tech	65	High	0.37	Balanced	4	2	6	286	62	0.22	7	Late Night	One-sided Like	25	198	109.8	Libra	Curvy	Friends Only
Non-binary	Queer	Remote Area	Upper-Middle	Master’s	Music, Gardening, Movies	257	Extreme User	0.65	Optimistic	122	5	6	391	29	0.31	7	Early Morning	Catfished	43	154	50.8	Libra	Muscular	Exploring
Non-binary	Straight	Small Town	Very High	Bachelor’s	Hiking, Photography, Board Games	115	High	0.84	Swipe Maniac	185	27	6	171	24	0.17	14	After Midnight	One-sided Like	23	149	53.1	Sagittarius	Curvy	Exploring
Transgender	Demisexual	Urban	Middle	High School	Gaming, Cars, Art	155	Addicted	0.41	Optimistic	3	3	6	100	90	0.34	10	Late Night	Instant Match	58	190	104.7	Capricorn	Curvy	Friends Only
Non-binary	Demisexual	Urban	Upper-Middle	PhD	Stand-up Comedy, Painting, Spirituality	113	High	0.42	Optimistic	158	10	1	113	92	0.03	11	Early Morning	Relationship Formed	52	161	68.9	Sagittarius	Slim	Exploring
Transgender	Asexual	Remote Area	Low	Master’s	Startups, Motorcycling, Fitness	34	Moderate	0.35	Balanced	115	22	4	239	54	0.35	5	Afternoon	Relationship Formed	19	175	74.4	Sagittarius	Athletic	Friends Only
Transgender	Pansexual	Urban	Low	Diploma	Dancing, Social Activism, Skating	138	Addicted	0.48	Optimistic	117	26	2	292	99	0.15	19	After Midnight	Blocked	57	166	55.1	Leo	Plus Size	Casual Dating
Transgender	Queer	Suburban	Very Low	Associate’s	Clubbing, Cars, Social Activism	267	Extreme User	0.59	Optimistic	160	3	2	29	53	0.03	8	Afternoon	No Action	56	165	77.3	Pisces	Muscular	Hookups
Male	Pansexual	Suburban	Very Low	Diploma	Sneaker Culture, Astrology, Fashion	300	Extreme User	0.55	Optimistic	123	27	3	117	72	0.11	8	Morning	Relationship Formed	57	180	61.2	Capricorn	Plus Size	Casual Dating
Transgender	Queer	Suburban	Upper-Middle	Master’s	Investing, Dancing, Memes	255	Extreme User	0.98	Swipe Maniac	84	11	6	283	30	0.16	9	Early Morning	Blocked	45	174	55.1	Scorpio	Plus Size	Serious Relationship
Transgender	Asexual	Remote Area	High	No Formal Education	Politics, Traveling, Poetry	138	Addicted	0.71	Swipe Maniac	59	9	5	63	5	0.44	5	Evening	Instant Match	44	153	53.8	Taurus	Average	Serious Relationship
Non-binary	Queer	Suburban	Lower-Middle	PhD	Cars, Memes, Painting	299	Extreme User	0.6	Optimistic	61	22	2	45	71	0.52	17	Morning	Blocked	52	166	79.4	Sagittarius	Average	Friends Only
Prefer Not to Say	Asexual	Suburban	Very Low	Bachelor’s	Painting, Meditation, Writing	223	Extreme User	0.6	Optimistic	0	0	5	435	93	0.76	16	Early Morning	Instant Match	59	154	46.2	Aries	Athletic	Casual Dating
Non-binary	Pansexual	Metro	Middle	Diploma	Running, Anime, Reading	64	High	0.46	Optimistic	173	20	4	190	29	0.1	11	Afternoon	Relationship Formed	41	181	76.7	Scorpio	Curvy	Casual Dating
Female	Asexual	Suburban	Lower-Middle	Bachelor’s	Tech, MMA, Writing	248	Extreme User	0.49	Optimistic	73	25	1	391	21	0.33	19	After Midnight	No Action	32	179	65.0	Leo	Plus Size	Friends Only
Transgender	Pansexual	Rural	Upper-Middle	PhD	Politics, Tattoos, Movies	270	Extreme User	0.24	Balanced	167	30	4	343	74	0.09	16	Morning	Mutual Match	48	187	65.7	Scorpio	Plus Size	Exploring
Genderfluid	Gay	Rural	Middle	No Formal Education	Dancing, Fashion, Movies	176	Addicted	0.94	Swipe Maniac	193	27	2	365	33	0.45	22	Afternoon	Catfished	42	174	85.7	Libra	Athletic	Networking
Prefer Not to Say	Lesbian	Small Town	Very High	Diploma	Tech, Languages, Makeup	184	Extreme User	0.63	Optimistic	64	27	4	477	48	0.15	2	Morning	Instant Match	27	182	83.8	Leo	Plus Size	Networking
Non-binary	Pansexual	Urban	Upper-Middle	High School	Pets, MMA, Fashion	185	Extreme User	0.36	Balanced	76	19	1	143	22	0.05	2	After Midnight	Instant Match	43	192	104.0	Sagittarius	Muscular	Serious Relationship
Non-binary	Gay	Urban	Lower-Middle	Associate’s	Parenting, Fashion, MMA	210	Extreme User	0.55	Optimistic	187	27	4	253	60	0.46	1	After Midnight	Relationship Formed	42	168	52.5	Sagittarius	Plus Size	Exploring
Male	Asexual	Urban	High	High School	Painting, K-pop, Music	205	Extreme User	0.62	Optimistic	151	27	6	48	66	0.4	8	Early Morning	Mutual Match	37	179	87.5	Aries	Muscular	Networking
Non-binary	Lesbian	Suburban	Low	MBA	Movies, DIY, Crafting	85	High	0.42	Optimistic	89	7	6	346	56	0.5	8	Afternoon	Chat Ignored	53	193	91.3	Virgo	Slim	Exploring
Non-binary	Lesbian	Remote Area	Upper-Middle	Diploma	History, Writing, Motorcycling	273	Extreme User	0.23	Balanced	86	18	3	81	38	0.22	5	Late Night	Mutual Match	24	161	74.7	Sagittarius	Athletic	Hookups
Male	Pansexual	Suburban	Very Low	Bachelor’s	Dancing, Cars, Investing	258	Extreme User	0.11	Choosy	136	26	3	270	12	0.48	4	Afternoon	Ghosted	33	173	54.2	Scorpio	Muscular	Serious Relationship
Prefer Not to Say	Gay	Suburban	High	Postdoc	Cars, Skating, Coding	65	High	0.44	Optimistic	77	18	2	27	66	0.1	5	Afternoon	Mutual Match	23	146	53.9	Virgo	Average	Hookups
Male	Gay	Suburban	Very High	Postdoc	Languages, Traveling, Board Games	164	Addicted	0.33	Balanced	38	10	6	40	68	0.51	4	Late Night	Mutual Match	28	154	64.3	Pisces	Slim	Exploring
Female	Straight	Rural	Upper-Middle	Postdoc	Tattoos, Startups, Makeup	28	Low	0.93	Swipe Maniac	97	10	2	441	77	0.23	0	Afternoon	Instant Match	49	152	54.1	Aries	Muscular	Networking
Genderfluid	Straight	Suburban	Lower-Middle	MBA	Investing, Gaming, History	195	Extreme User	0.68	Optimistic	181	20	3	195	92	0.22	17	Early Morning	One-sided Like	52	196	77.6	Scorpio	Muscular	Exploring
Male	Straight	Urban	Very Low	No Formal Education	DIY, Fashion, Languages	8	Very Low	0.39	Balanced	124	10	3	455	45	0.27	23	Early Morning	Blocked	45	174	82.7	Sagittarius	Muscular	Networking
Genderfluid	Queer	Suburban	Very Low	Associate’s	Tattoos, Social Activism, Pets	167	Addicted	0.32	Balanced	116	23	4	253	29	0.49	1	Early Morning	Catfished	46	157	70.5	Libra	Muscular	Casual Dating
Genderfluid	Bisexual	Suburban	Middle	Bachelor’s	Skating, Running, Languages	95	High	0.35	Balanced	74	6	6	14	30	0.17	23	After Midnight	Date Happened	46	172	71.3	Sagittarius	Muscular	Serious Relationship
Genderfluid	Bisexual	Rural	Very Low	PhD	Fitness, Anime, Parenting	20	Low	0.77	Swipe Maniac	167	29	1	460	65	0.2	4	Morning	Instant Match	40	200	109.2	Aquarius	Muscular	Friends Only
Non-binary	Queer	Metro	Very High	Diploma	Traveling, Astrology, Memes	238	Extreme User	0.35	Balanced	199	19	5	254	57	0.12	3	Afternoon	Chat Ignored	40	157	68.5	Pisces	Muscular	Exploring
Genderfluid	Gay	Rural	Very Low	Master’s	Investing, Hiking, Anime	89	High	0.52	Optimistic	5	4	5	168	74	0.25	17	After Midnight	Instant Match	35	171	62.0	Virgo	Curvy	Exploring
Prefer Not to Say	Demisexual	Remote Area	Upper-Middle	MBA	Pets, Social Activism, Art	49	Moderate	0.53	Optimistic	115	23	2	8	15	0.24	6	Afternoon	Ghosted	27	149	65.0	Cancer	Muscular	Exploring
Genderfluid	Straight	Urban	Very Low	Associate’s	Astrology, Gaming, Poetry	190	Extreme User	0.08	Choosy	41	30	3	444	17	0.11	4	Morning	Blocked	59	187	65.4	Capricorn	Muscular	Networking
Male	Pansexual	Urban	Low	Master’s	Movies, Traveling, Fashion	96	High	0.58	Optimistic	52	22	1	310	42	0.15	8	Late Night	Date Happened	43	189	65.7	Libra	Athletic	Casual Dating
Non-binary	Queer	Rural	High	MBA	Hiking, Stand-up Comedy, Tattoos	85	High	0.3	Balanced	200	18	3	50	92	0.06	23	Afternoon	Catfished	47	200	118.8	Sagittarius	Curvy	Serious Relationship
Transgender	Straight	Urban	High	Postdoc	Photography, Skating, Politics	238	Extreme User	0.69	Optimistic	121	4	0	359	72	0.34	7	Early Morning	Catfished	52	175	65.8	Taurus	Average	Friends Only
Male	Bisexual	Small Town	Low	High School	Tattoos, Astrology, Dancing	49	Moderate	0.39	Balanced	58	2	5	429	10	0.34	13	Morning	Mutual Match	44	185	67.4	Leo	Slim	Networking
Non-binary	Gay	Small Town	Middle	Master’s	Fitness, Coding, Spirituality	67	High	0.64	Optimistic	15	0	2	348	7	0.2	21	Early Morning	Date Happened	34	163	53.1	Pisces	Plus Size	Friends Only
Genderfluid	Straight	Suburban	Lower-Middle	MBA	Startups, Investing, Crafting	128	Addicted	0.35	Balanced	5	0	4	483	14	0.45	17	Early Morning	Chat Ignored	51	179	71.8	Sagittarius	Slim	Friends Only
Female	Demisexual	Urban	Low	Master’s	Gaming, Sneaker Culture, Makeup	157	Addicted	0.72	Swipe Maniac	163	24	3	237	95	0.27	12	After Midnight	Chat Ignored	46	176	72.2	Libra	Plus Size	Friends Only
Prefer Not to Say	Bisexual	Urban	Middle	MBA	Poetry, Coding, Binge-Watching	91	High	0.63	Optimistic	4	1	4	271	32	0.54	7	Late Night	Date Happened	40	161	51.6	Cancer	Average	Hookups
Prefer Not to Say	Bisexual	Urban	Lower-Middle	MBA	Pets, Skating, MMA	86	High	0.35	Balanced	158	12	3	92	55	0.46	3	Late Night	Mutual Match	40	160	66.3	Aries	Athletic	Networking
Non-binary	Lesbian	Small Town	Very Low	Associate’s	Hiking, Clubbing, Memes	225	Extreme User	0.86	Swipe Maniac	171	23	2	100	9	0.13	12	After Midnight	One-sided Like	31	167	59.4	Scorpio	Slim	Serious Relationship
Male	Asexual	Rural	Very Low	High School	Skating, Meditation, Running	104	High	0.53	Optimistic	49	26	5	226	88	0.51	11	Late Night	Relationship Formed	50	152	48.3	Libra	Slim	Exploring
Genderfluid	Lesbian	Suburban	Very High	MBA	Clubbing, History, Memes	247	Extreme User	0.51	Optimistic	132	13	1	373	50	0.39	5	Afternoon	Ghosted	44	189	70.7	Aquarius	Slim	Friends Only
Genderfluid	Pansexual	Suburban	Low	Bachelor’s	Tech, Art, Reading	2	Barely	0.36	Balanced	141	12	2	354	7	0.14	22	Afternoon	One-sided Like	29	178	81.7	Virgo	Plus Size	Networking
Transgender	Queer	Metro	Very Low	Associate’s	Clubbing, Podcasts, Painting	105	High	0.65	Optimistic	110	17	0	42	81	0.19	6	Early Morning	Chat Ignored	44	192	98.4	Libra	Athletic	Serious Relationship
Female	Lesbian	Rural	High	Diploma	Running, Startups, Photography	275	Extreme User	0.71	Swipe Maniac	5	2	4	477	61	0.28	5	After Midnight	Ghosted	33	184	60.9	Sagittarius	Slim	Exploring
Male	Asexual	Rural	Middle	No Formal Education	Music, Painting, Photography	74	High	0.74	Swipe Maniac	44	24	3	434	0	0.28	5	Morning	Ghosted	26	165	55.3	Taurus	Average	Serious Relationship
Female	Pansexual	Remote Area	High	PhD	Movies, Sneaker Culture, Astrology	128	Addicted	0.29	Balanced	151	3	2	203	45	0.03	17	Afternoon	Date Happened	51	156	63.8	Leo	Curvy	Serious Relationship
Transgender	Straight	Urban	Very High	Bachelor’s	Dancing, Cooking, Tech	186	Extreme User	0.46	Optimistic	171	5	5	77	40	0.29	18	Early Morning	Mutual Match	35	149	53.7	Libra	Curvy	Hookups
Genderfluid	Pansexual	Urban	Very High	Postdoc	Binge-Watching, Memes, Cars	248	Extreme User	0.94	Swipe Maniac	164	23	5	149	93	0.48	7	Early Morning	Catfished	34	185	77.0	Gemini	Plus Size	Serious Relationship
Male	Asexual	Urban	Very High	Associate’s	Podcasts, Movies, Crafting	31	Moderate	0.52	Optimistic	71	24	0	376	29	0.39	22	Late Night	Ghosted	57	164	79.3	Scorpio	Average	Exploring
Prefer Not to Say	Lesbian	Small Town	Very High	Postdoc	Cooking, Painting, Languages	82	High	0.85	Swipe Maniac	48	7	5	252	56	0.18	23	Morning	No Action	40	196	73.0	Aries	Slim	Networking
Prefer Not to Say	Gay	Small Town	Middle	Master’s	Social Activism, Yoga, Running	257	Extreme User	0.77	Swipe Maniac	1	1	3	305	6	0.19	18	Evening	No Action	56	194	80.5	Aquarius	Slim	Friends Only
Male	Pansexual	Suburban	Middle	Diploma	K-pop, Spirituality, Music	171	Addicted	0.42	Optimistic	168	30	3	24	66	0.26	3	Afternoon	Date Happened	52	186	71.6	Taurus	Average	Serious Relationship
Transgender	Straight	Rural	Lower-Middle	Associate’s	Spirituality, Tattoos, Startups	221	Extreme User	0.35	Balanced	65	18	4	257	99	0.32	5	Afternoon	One-sided Like	48	200	106.8	Sagittarius	Muscular	Networking
Female	Queer	Metro	Very High	MBA	Memes, Yoga, Foodie	86	High	0.46	Optimistic	187	30	4	182	40	0.54	20	Late Night	One-sided Like	51	195	79.9	Aquarius	Athletic	Serious Relationship
Genderfluid	Demisexual	Suburban	Very Low	MBA	MMA, Social Activism, Clubbing	283	Extreme User	0.59	Optimistic	29	2	6	237	98	0.31	18	After Midnight	Instant Match	34	191	86.8	Virgo	Slim	Networking
Female	Gay	Urban	Very Low	Diploma	K-pop, Photography, DIY	138	Addicted	0.11	Choosy	180	25	2	102	21	0.37	18	Late Night	Mutual Match	50	163	67.5	Taurus	Athletic	Exploring
Non-binary	Gay	Urban	Middle	Diploma	Photography, Tattoos, Memes	83	High	0.26	Balanced	147	7	5	91	36	0.28	3	Late Night	Date Happened	30	146	41.8	Gemini	Average	Exploring
Non-binary	Demisexual	Remote Area	High	Associate’s	Meditation, Languages, Poetry	206	Extreme User	0.84	Swipe Maniac	68	11	5	51	7	0.14	6	Late Night	Instant Match	42	158	64.2	Scorpio	Athletic	Networking
Transgender	Bisexual	Metro	Very Low	MBA	Social Activism, Anime, Art	105	High	0.55	Optimistic	8	0	4	27	77	0.43	5	Late Night	Catfished	42	195	79.1	Leo	Slim	Serious Relationship
Female	Gay	Rural	Very High	Master’s	Spirituality, Anime, Art	277	Extreme User	0.61	Optimistic	37	13	3	303	76	0.39	6	Afternoon	Ghosted	37	176	82.7	Sagittarius	Muscular	Exploring
Transgender	Asexual	Small Town	Middle	Diploma	Gardening, Anime, Makeup	163	Addicted	0.82	Swipe Maniac	71	2	3	459	76	0.17	19	Morning	Mutual Match	19	160	51.7	Leo	Slim	Hookups
Male	Gay	Suburban	Low	Associate’s	Reading, Music, Traveling	75	High	0.42	Optimistic	43	4	4	36	41	0.32	1	Early Morning	One-sided Like	42	184	69.7	Leo	Curvy	Exploring
Transgender	Pansexual	Urban	High	No Formal Education	Traveling, MMA, Astrology	103	High	0.68	Optimistic	157	9	2	344	58	0.11	9	Morning	Blocked	34	166	51.8	Pisces	Average	Hookups
Transgender	Lesbian	Small Town	High	No Formal Education	DIY, Astrology, Photography	280	Extreme User	0.27	Balanced	3	2	4	121	95	0.1	9	After Midnight	Chat Ignored	25	148	41.8	Taurus	Athletic	Exploring
Male	Demisexual	Rural	Very High	No Formal Education	Skating, Board Games, Gardening	230	Extreme User	0.42	Optimistic	114	9	0	401	70	0.37	19	Afternoon	One-sided Like	55	155	50.5	Aquarius	Athletic	Casual Dating
Female	Asexual	Suburban	High	Associate’s	Sneaker Culture, Memes, MMA	114	High	0.14	Choosy	187	12	6	200	54	0.43	8	Early Morning	Date Happened	26	198	75.7	Taurus	Muscular	Serious Relationship

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