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
Male	Gay	Remote Area	Low	No Formal Education	Tech, Motorcycling, Yoga	43	Moderate	0.23	Balanced	127	1	1	157	66	0.23	14	Morning	Instant Match	34	200	76.4	Sagittarius	Athletic	Exploring
Female	Gay	Rural	Middle	MBA	Podcasts, Binge-Watching, Music	39	Moderate	0.22	Balanced	160	12	2	218	19	0.21	9	Morning	Date Happened	56	196	95.7	Leo	Average	Networking
Female	Pansexual	Rural	Very High	Master’s	DIY, Hiking, Tattoos	55	Moderate	0.42	Optimistic	33	7	6	224	3	0.57	6	Late Night	Date Happened	20	151	66.6	Aquarius	Average	Casual Dating
Transgender	Straight	Suburban	Middle	High School	Cooking, K-pop, Fitness	51	Moderate	0.62	Optimistic	117	3	4	108	30	0.2	5	Evening	One-sided Like	30	151	54.5	Pisces	Curvy	Networking
Male	Queer	Metro	Upper-Middle	PhD	Running, Fashion, Pets	67	High	0.33	Balanced	191	26	6	124	48	0.23	6	Early Morning	Blocked	27	196	91.0	Leo	Muscular	Exploring
Transgender	Gay	Rural	Upper-Middle	High School	Binge-Watching, Makeup, Traveling	209	Extreme User	0.59	Optimistic	174	17	3	58	49	0.27	2	Morning	Ghosted	54	159	73.6	Capricorn	Slim	Networking
Prefer Not to Say	Straight	Rural	Lower-Middle	Master’s	Clubbing, Cooking, Anime	154	Addicted	0.33	Balanced	118	19	2	91	29	0.2	12	Evening	Mutual Match	49	188	84.1	Capricorn	Plus Size	Serious Relationship
Non-binary	Bisexual	Metro	High	Bachelor’s	Motorcycling, Gaming, Skating	226	Extreme User	0.63	Optimistic	150	28	6	168	30	0.67	16	After Midnight	No Action	23	154	51.7	Aries	Athletic	Friends Only
Genderfluid	Queer	Remote Area	Middle	MBA	Anime, Sneaker Culture, Fashion	230	Extreme User	0.22	Balanced	42	22	0	224	59	0.12	6	Morning	Catfished	48	171	59.9	Libra	Athletic	Friends Only
Transgender	Asexual	Rural	Lower-Middle	Master’s	Podcasts, Fitness, Fashion	211	Extreme User	0.5	Optimistic	27	2	1	228	89	0.31	10	Late Night	Mutual Match	47	194	72.6	Capricorn	Slim	Hookups
Non-binary	Bisexual	Suburban	Lower-Middle	Postdoc	DIY, Gaming, Cooking	146	Addicted	0.51	Optimistic	153	8	0	219	24	0.31	13	After Midnight	Ghosted	57	154	68.1	Capricorn	Plus Size	Friends Only
Transgender	Straight	Small Town	Lower-Middle	MBA	Stand-up Comedy, Crafting, MMA	123	Addicted	0.64	Optimistic	134	21	6	201	65	0.18	20	Early Morning	Mutual Match	44	159	71.3	Cancer	Curvy	Serious Relationship
Transgender	Lesbian	Small Town	Very High	Bachelor’s	Skating, Makeup, Binge-Watching	9	Very Low	0.33	Balanced	69	0	2	230	76	0.03	20	Morning	Date Happened	53	158	63.7	Capricorn	Curvy	Networking
Prefer Not to Say	Straight	Suburban	Lower-Middle	MBA	Parenting, Music, Astrology	264	Extreme User	0.43	Optimistic	0	0	3	171	51	0.39	20	After Midnight	No Action	38	146	46.7	Leo	Muscular	Exploring
Male	Bisexual	Suburban	Upper-Middle	Postdoc	Movies, MMA, Sneaker Culture	145	Addicted	0.4	Optimistic	14	3	4	187	72	0.43	5	Morning	Ghosted	38	190	101.8	Leo	Average	Serious Relationship
Non-binary	Gay	Rural	High	Diploma	Memes, Coding, Painting	145	Addicted	0.2	Balanced	43	25	0	481	69	0.31	19	Morning	No Action	53	194	93.3	Pisces	Athletic	Exploring
Prefer Not to Say	Gay	Small Town	High	Diploma	Investing, Motorcycling, Traveling	187	Extreme User	0.62	Optimistic	151	23	1	351	86	0.31	16	After Midnight	Date Happened	48	163	48.9	Libra	Average	Exploring
Male	Demisexual	Urban	Very High	Diploma	Languages, Binge-Watching, Tattoos	221	Extreme User	0.47	Optimistic	84	8	2	174	52	0.21	3	Afternoon	Relationship Formed	40	164	63.2	Aries	Curvy	Hookups
Female	Gay	Suburban	Low	Associate’s	Languages, Binge-Watching, Politics	164	Addicted	0.21	Balanced	136	22	5	10	68	0.29	11	Morning	Date Happened	24	166	55.7	Aries	Plus Size	Casual Dating
Genderfluid	Demisexual	Remote Area	Very High	Postdoc	Yoga, Cars, Astrology	91	High	0.72	Swipe Maniac	6	2	4	160	34	0.2	7	Afternoon	Instant Match	44	148	47.8	Gemini	Plus Size	Exploring
Non-binary	Queer	Metro	Middle	MBA	History, Coding, Fitness	22	Low	0.56	Optimistic	134	30	5	448	76	0.57	9	Early Morning	No Action	39	163	48.9	Leo	Plus Size	Hookups
Transgender	Gay	Remote Area	High	PhD	Yoga, Cars, Skating	143	Addicted	0.44	Optimistic	195	2	1	219	44	0.09	15	Early Morning	Chat Ignored	57	158	70.9	Aries	Plus Size	Friends Only
Female	Queer	Remote Area	Upper-Middle	PhD	Anime, Gardening, Cars	82	High	0.07	Choosy	6	3	6	322	38	0.17	1	Early Morning	Blocked	39	179	80.1	Scorpio	Average	Casual Dating
Male	Asexual	Metro	Very Low	PhD	Tech, Cars, Music	155	Addicted	0.51	Optimistic	33	24	3	87	49	0.26	1	After Midnight	Instant Match	36	166	75.5	Gemini	Athletic	Serious Relationship
Genderfluid	Gay	Rural	High	No Formal Education	Astrology, Skating, Stand-up Comedy	139	Addicted	0.63	Optimistic	122	21	1	325	67	0.04	18	Late Night	Instant Match	24	190	70.0	Pisces	Plus Size	Hookups
Non-binary	Asexual	Metro	Upper-Middle	No Formal Education	Anime, Social Activism, Cooking	98	High	0.28	Balanced	11	11	1	459	41	0.3	14	Early Morning	Instant Match	57	180	86.2	Sagittarius	Muscular	Friends Only
Non-binary	Queer	Small Town	Very Low	Associate’s	Crafting, Running, Stand-up Comedy	229	Extreme User	0.59	Optimistic	36	13	0	369	21	0.11	19	Afternoon	Blocked	20	156	55.0	Gemini	Slim	Friends Only
Male	Queer	Small Town	Lower-Middle	Master’s	Anime, Dancing, Movies	29	Low	0.66	Optimistic	35	25	1	317	78	0.52	17	Early Morning	Relationship Formed	20	167	60.5	Leo	Athletic	Casual Dating
Prefer Not to Say	Straight	Suburban	Upper-Middle	PhD	Fitness, Crafting, Yoga	236	Extreme User	0.15	Choosy	45	14	4	228	14	0.24	6	Early Morning	Ghosted	51	164	58.4	Capricorn	Plus Size	Hookups
Genderfluid	Queer	Metro	Lower-Middle	High School	Dancing, Poetry, Stand-up Comedy	65	High	0.68	Optimistic	109	4	6	189	54	0.15	0	Afternoon	Date Happened	25	180	63.8	Cancer	Average	Networking
Female	Queer	Small Town	Lower-Middle	Postdoc	Languages, DIY, Astrology	13	Very Low	0.56	Optimistic	30	2	3	105	64	0.32	3	Late Night	Mutual Match	23	171	76.6	Aquarius	Average	Casual Dating
Male	Pansexual	Rural	Very Low	Postdoc	Meditation, Tattoos, Painting	247	Extreme User	0.33	Balanced	186	28	4	293	98	0.36	4	Late Night	One-sided Like	19	190	97.5	Pisces	Average	Casual Dating
Female	Gay	Rural	Very Low	High School	Coding, Cars, Art	266	Extreme User	0.37	Balanced	173	29	5	265	74	0.27	8	Early Morning	Instant Match	37	154	56.9	Pisces	Athletic	Serious Relationship
Genderfluid	Lesbian	Small Town	Very Low	MBA	Crafting, Board Games, Spirituality	6	Very Low	0.64	Optimistic	121	17	6	118	67	0.33	14	Evening	Ghosted	32	171	66.7	Scorpio	Average	Exploring
Male	Demisexual	Remote Area	Very High	MBA	Cooking, Skating, Coding	140	Addicted	0.02	Choosy	185	19	4	302	10	0.61	1	After Midnight	Date Happened	43	185	62.3	Scorpio	Average	Serious Relationship
Genderfluid	Queer	Small Town	Upper-Middle	No Formal Education	Politics, Languages, Sneaker Culture	41	Moderate	0.37	Balanced	87	19	0	263	58	0.1	2	Morning	Relationship Formed	44	149	53.5	Aries	Slim	Casual Dating
Genderfluid	Bisexual	Urban	High	High School	Sneaker Culture, Fashion, Parenting	137	Addicted	0.69	Optimistic	172	8	6	181	71	0.42	18	Early Morning	Relationship Formed	48	158	53.2	Pisces	Slim	Friends Only
Female	Gay	Rural	Very Low	Master’s	Gaming, Sneaker Culture, Yoga	159	Addicted	0.53	Optimistic	94	4	0	145	33	0.29	17	Evening	One-sided Like	36	173	70.0	Gemini	Plus Size	Exploring
Male	Gay	Metro	Middle	PhD	History, Pets, Sneaker Culture	15	Low	0.63	Optimistic	194	10	6	235	66	0.4	4	Early Morning	Date Happened	52	197	106.7	Capricorn	Muscular	Friends Only
Non-binary	Bisexual	Metro	Very Low	High School	History, Coding, Fitness	187	Extreme User	0.32	Balanced	189	21	2	391	57	0.16	3	Evening	Blocked	42	167	71.4	Virgo	Muscular	Serious Relationship
Female	Queer	Suburban	Low	Master’s	Politics, Parenting, Anime	184	Extreme User	0.4	Optimistic	89	25	6	10	35	0.28	16	Late Night	Date Happened	48	198	105.1	Taurus	Plus Size	Friends Only
Prefer Not to Say	Queer	Urban	Middle	Associate’s	Investing, Gaming, Music	104	High	0.29	Balanced	88	23	2	37	65	0.44	9	Late Night	Chat Ignored	48	162	75.8	Cancer	Athletic	Networking
Prefer Not to Say	Pansexual	Metro	Very Low	PhD	Writing, Cooking, Anime	246	Extreme User	0.68	Optimistic	189	21	2	2	72	0.16	4	Evening	Instant Match	41	169	80.0	Leo	Muscular	Hookups
Non-binary	Gay	Remote Area	Low	PhD	Cooking, Startups, Gaming	235	Extreme User	0.26	Balanced	123	30	1	436	63	0.31	7	After Midnight	Mutual Match	52	185	100.3	Pisces	Plus Size	Friends Only
Non-binary	Asexual	Metro	Middle	Postdoc	K-pop, Foodie, Poetry	205	Extreme User	0.73	Swipe Maniac	15	7	3	269	63	0.3	3	Morning	Instant Match	27	195	87.1	Taurus	Average	Exploring
Transgender	Asexual	Small Town	Middle	Postdoc	Painting, Dancing, Motorcycling	93	High	0.24	Balanced	106	5	6	460	47	0.26	13	After Midnight	Mutual Match	58	183	93.8	Virgo	Average	Exploring
Non-binary	Asexual	Suburban	High	No Formal Education	K-pop, Gaming, Running	141	Addicted	0.68	Optimistic	172	1	5	55	71	0.62	0	Early Morning	Mutual Match	31	145	51.1	Aries	Muscular	Serious Relationship
Prefer Not to Say	Asexual	Rural	Very Low	PhD	Reading, Dancing, Motorcycling	270	Extreme User	0.62	Optimistic	101	20	0	482	35	0.73	21	After Midnight	No Action	23	182	65.9	Virgo	Average	Networking
Transgender	Demisexual	Rural	Low	Associate’s	Social Activism, Crafting, Astrology	232	Extreme User	0.68	Optimistic	59	15	2	406	39	0.18	18	After Midnight	Catfished	24	171	58.2	Gemini	Plus Size	Exploring
Prefer Not to Say	Gay	Remote Area	Middle	No Formal Education	Board Games, Gardening, Cooking	134	Addicted	0.48	Optimistic	49	25	0	261	52	0.4	4	Afternoon	Catfished	58	184	80.2	Capricorn	Curvy	Serious Relationship
Prefer Not to Say	Pansexual	Urban	High	Associate’s	Music, Dancing, Hiking	197	Extreme User	0.12	Choosy	117	30	5	89	85	0.29	14	Early Morning	Ghosted	35	186	94.1	Capricorn	Curvy	Serious Relationship
Non-binary	Straight	Suburban	Middle	Associate’s	Tattoos, Board Games, Politics	178	Addicted	0.53	Optimistic	132	28	5	407	26	0.31	16	Afternoon	Date Happened	50	196	86.8	Pisces	Slim	Friends Only
Male	Queer	Metro	Upper-Middle	Master’s	Memes, Anime, Sneaker Culture	186	Extreme User	0.46	Optimistic	139	19	2	241	53	0.1	14	Morning	Instant Match	53	153	49.4	Leo	Athletic	Serious Relationship
Non-binary	Queer	Metro	Middle	Associate’s	Writing, Meditation, Board Games	63	High	0.67	Optimistic	33	8	6	374	7	0.16	20	Morning	One-sided Like	22	172	63.3	Aquarius	Athletic	Casual Dating
Female	Gay	Remote Area	Very Low	Bachelor’s	Traveling, History, DIY	268	Extreme User	0.58	Optimistic	186	30	4	60	80	0.17	1	Late Night	Chat Ignored	19	169	60.0	Gemini	Average	Serious Relationship
Transgender	Gay	Small Town	Lower-Middle	PhD	Gardening, Anime, Tech	98	High	0.13	Choosy	137	7	5	71	21	0.26	14	Evening	Relationship Formed	36	171	84.5	Leo	Plus Size	Exploring
Transgender	Pansexual	Small Town	Upper-Middle	Associate’s	Reading, Politics, Investing	226	Extreme User	0.14	Choosy	17	4	5	301	70	0.23	23	Afternoon	Instant Match	56	169	67.1	Leo	Athletic	Serious Relationship
Prefer Not to Say	Gay	Rural	High	Diploma	Stand-up Comedy, Hiking, DIY	23	Low	0.32	Balanced	87	19	3	357	58	0.17	23	Late Night	Date Happened	37	177	74.9	Cancer	Athletic	Exploring
Non-binary	Lesbian	Urban	Very High	No Formal Education	Yoga, Social Activism, Fashion	210	Extreme User	0.89	Swipe Maniac	13	2	4	287	92	0.21	9	Evening	Mutual Match	20	189	102.9	Taurus	Athletic	Serious Relationship
Female	Pansexual	Remote Area	High	MBA	Tech, Memes, Writing	168	Addicted	0.47	Optimistic	139	29	0	113	35	0.57	16	Late Night	Mutual Match	35	187	79.0	Gemini	Athletic	Friends Only
Female	Demisexual	Small Town	Upper-Middle	No Formal Education	Painting, Politics, Music	11	Very Low	0.59	Optimistic	104	12	5	81	92	0.19	8	Afternoon	Date Happened	46	153	49.2	Capricorn	Average	Exploring
Transgender	Gay	Remote Area	Low	Postdoc	Politics, Movies, Gardening	22	Low	0.44	Optimistic	56	13	2	416	32	0.44	6	Evening	Mutual Match	18	165	71.6	Capricorn	Plus Size	Serious Relationship
Transgender	Asexual	Urban	High	Associate’s	Yoga, Investing, Poetry	88	High	0.67	Optimistic	145	27	0	297	22	0.17	17	Late Night	Instant Match	30	181	93.0	Virgo	Athletic	Serious Relationship
Prefer Not to Say	Pansexual	Rural	Upper-Middle	Associate’s	Running, Cars, Movies	210	Extreme User	0.87	Swipe Maniac	64	7	2	120	17	0.18	8	Early Morning	Catfished	38	167	77.3	Sagittarius	Muscular	Casual Dating
Non-binary	Demisexual	Metro	Very Low	High School	Poetry, Spirituality, Art	196	Extreme User	0.24	Balanced	78	9	3	13	41	0.2	18	Early Morning	Blocked	18	151	61.6	Virgo	Slim	Exploring
Genderfluid	Lesbian	Small Town	Upper-Middle	Postdoc	Podcasts, DIY, Fashion	19	Low	0.48	Optimistic	195	27	1	102	75	0.6	14	After Midnight	Ghosted	36	200	96.0	Pisces	Average	Networking
Male	Lesbian	Rural	Middle	MBA	Startups, Memes, Reading	39	Moderate	0.52	Optimistic	98	3	6	327	63	0.08	17	Morning	Ghosted	48	173	83.2	Libra	Plus Size	Casual Dating
Transgender	Gay	Suburban	Upper-Middle	PhD	Fitness, Photography, Politics	149	Addicted	0.3	Balanced	54	21	0	222	5	0.2	19	Early Morning	Catfished	54	199	91.1	Pisces	Athletic	Serious Relationship
Male	Straight	Rural	Upper-Middle	PhD	Startups, Parenting, Tattoos	100	High	0.78	Swipe Maniac	79	26	2	422	0	0.12	22	Evening	No Action	46	151	42.6	Pisces	Athletic	Exploring
Genderfluid	Straight	Remote Area	High	High School	Astrology, Cars, Tattoos	127	Addicted	0.05	Choosy	191	4	4	261	12	0.02	22	Late Night	Catfished	51	199	91.5	Cancer	Athletic	Exploring
Genderfluid	Demisexual	Urban	Low	PhD	Tattoos, Foodie, Cooking	6	Very Low	0.62	Optimistic	188	28	6	155	73	0.05	7	Early Morning	Catfished	18	162	58.3	Aries	Plus Size	Friends Only
Genderfluid	Asexual	Suburban	Very High	PhD	Memes, Tattoos, Writing	224	Extreme User	0.58	Optimistic	21	6	6	231	41	0.13	1	Early Morning	Mutual Match	30	198	74.5	Libra	Muscular	Exploring
Prefer Not to Say	Lesbian	Small Town	Low	High School	Reading, Motorcycling, Binge-Watching	136	Addicted	0.76	Swipe Maniac	148	0	5	86	66	0.15	4	Early Morning	Relationship Formed	25	161	67.7	Sagittarius	Curvy	Friends Only
Female	Demisexual	Metro	Very High	PhD	Anime, Gaming, Cars	75	High	0.0	Choosy	80	16	6	135	86	0.27	15	Afternoon	No Action	43	177	93.7	Capricorn	Slim	Networking
Male	Queer	Urban	Lower-Middle	Associate’s	Skating, Board Games, Hiking	47	Moderate	0.92	Swipe Maniac	41	11	2	163	81	0.13	12	Evening	Instant Match	48	145	57.0	Aries	Plus Size	Hookups
Prefer Not to Say	Asexual	Suburban	Middle	PhD	Movies, Gaming, Running	62	High	0.45	Optimistic	100	14	1	113	22	0.34	14	Early Morning	Ghosted	47	159	50.6	Gemini	Average	Friends Only
Transgender	Bisexual	Small Town	Low	No Formal Education	Anime, Languages, Art	97	High	0.66	Optimistic	164	20	2	198	39	0.75	20	Late Night	Mutual Match	21	173	76.0	Scorpio	Average	Friends Only
Genderfluid	Lesbian	Urban	Very Low	Master’s	Traveling, Gaming, Tech	76	High	0.02	Choosy	49	19	2	331	39	0.43	7	After Midnight	Blocked	58	187	85.0	Capricorn	Plus Size	Hookups
Genderfluid	Gay	Remote Area	Middle	No Formal Education	Investing, History, DIY	42	Moderate	0.78	Swipe Maniac	104	3	6	52	78	0.33	9	After Midnight	Chat Ignored	41	181	89.1	Libra	Average	Networking
Male	Bisexual	Suburban	Low	No Formal Education	Memes, Crafting, Tattoos	249	Extreme User	0.59	Optimistic	22	10	2	360	33	0.62	18	Late Night	No Action	26	169	71.4	Virgo	Plus Size	Hookups
Male	Bisexual	Metro	Lower-Middle	Postdoc	Poetry, Binge-Watching, Spirituality	65	High	0.61	Optimistic	174	4	5	198	19	0.19	2	Early Morning	One-sided Like	47	182	87.8	Taurus	Athletic	Serious Relationship
Non-binary	Demisexual	Small Town	Lower-Middle	PhD	Reading, Politics, Yoga	197	Extreme User	0.95	Swipe Maniac	136	30	0	456	93	0.22	11	Early Morning	Catfished	50	190	87.0	Leo	Muscular	Networking
Male	Asexual	Metro	Lower-Middle	Associate’s	Dancing, Podcasts, Skating	283	Extreme User	0.41	Optimistic	38	6	6	331	34	0.17	18	Afternoon	Instant Match	21	182	96.7	Pisces	Muscular	Friends Only
Female	Queer	Remote Area	Upper-Middle	Associate’s	Podcasts, Skating, Pets	13	Very Low	0.5	Optimistic	167	20	0	406	65	0.6	16	After Midnight	Instant Match	51	175	56.7	Capricorn	Athletic	Casual Dating
Non-binary	Straight	Suburban	Low	Diploma	Memes, Hiking, Tattoos	187	Extreme User	0.83	Swipe Maniac	157	5	0	390	42	0.38	7	Morning	No Action	46	192	103.6	Aquarius	Curvy	Networking
Female	Straight	Suburban	High	No Formal Education	Memes, Painting, Board Games	16	Low	0.55	Optimistic	144	5	1	466	69	0.33	19	After Midnight	Instant Match	39	147	58.3	Leo	Muscular	Exploring
Prefer Not to Say	Demisexual	Suburban	Very High	Diploma	Binge-Watching, Politics, Pets	266	Extreme User	0.66	Optimistic	82	25	2	20	39	0.35	2	Afternoon	No Action	20	178	58.0	Pisces	Average	Casual Dating
Non-binary	Queer	Remote Area	Lower-Middle	PhD	Politics, Coding, Music	34	Moderate	0.72	Swipe Maniac	142	5	5	90	68	0.28	14	Morning	Mutual Match	21	185	70.8	Aries	Athletic	Hookups
Female	Gay	Small Town	Upper-Middle	Diploma	Movies, Memes, Art	231	Extreme User	0.27	Balanced	197	26	5	334	100	0.44	17	Evening	Catfished	54	189	72.9	Libra	Average	Networking
Genderfluid	Queer	Rural	Very Low	Master’s	Movies, Reading, Painting	89	High	0.61	Optimistic	0	0	3	111	100	0.08	8	Early Morning	No Action	38	150	47.9	Capricorn	Muscular	Casual Dating
Female	Demisexual	Suburban	Very Low	MBA	Foodie, Spirituality, Politics	245	Extreme User	0.37	Balanced	68	26	0	301	84	0.36	13	Morning	Instant Match	45	170	85.0	Leo	Slim	Serious Relationship
Female	Bisexual	Remote Area	Very High	PhD	Motorcycling, Skating, Gardening	110	High	0.67	Optimistic	163	2	1	136	12	0.26	20	Early Morning	No Action	44	197	115.7	Libra	Athletic	Serious Relationship
Female	Queer	Remote Area	Upper-Middle	Diploma	Investing, Movies, Art	199	Extreme User	0.28	Balanced	87	13	2	343	95	0.03	5	After Midnight	Catfished	39	151	64.8	Scorpio	Athletic	Exploring
Transgender	Lesbian	Suburban	Upper-Middle	MBA	Makeup, Dancing, Cooking	76	High	0.32	Balanced	101	6	2	333	78	0.21	16	Morning	Ghosted	43	194	89.2	Virgo	Athletic	Serious Relationship
Transgender	Asexual	Urban	Upper-Middle	High School	Investing, MMA, Podcasts	234	Extreme User	0.65	Optimistic	66	20	5	437	75	0.42	2	Early Morning	Date Happened	52	161	71.3	Taurus	Slim	Exploring
Non-binary	Queer	Urban	High	MBA	Fitness, Social Activism, Coding	230	Extreme User	0.33	Balanced	35	14	1	207	11	0.23	0	Evening	Date Happened	26	168	82.7	Capricorn	Curvy	Serious Relationship
Non-binary	Bisexual	Suburban	Very Low	Associate’s	History, Crafting, Motorcycling	114	High	0.57	Optimistic	163	19	0	148	86	0.13	21	Evening	Mutual Match	46	180	74.8	Leo	Athletic	Networking
Genderfluid	Straight	Metro	Lower-Middle	Bachelor’s	Skating, DIY, Running	7	Very Low	0.38	Balanced	46	18	1	343	13	0.1	9	Late Night	Instant Match	20	179	75.3	Leo	Athletic	Casual Dating
Female	Straight	Small Town	Middle	PhD	Traveling, Astrology, Hiking	212	Extreme User	0.16	Choosy	181	26	2	170	14	0.14	9	Morning	Blocked	30	199	103.8	Sagittarius	Curvy	Networking
Male	Lesbian	Small Town	Very High	Bachelor’s	Fitness, Art, K-pop	62	High	0.7	Swipe Maniac	117	11	6	91	41	0.32	21	Morning	Ghosted	22	151	60.9	Aquarius	Muscular	Networking

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