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
Prefer Not to Say	Demisexual	Urban	Very Low	Master’s	Skating, Sneaker Culture, Motorcycling	77	High	0.7	Swipe Maniac	165	7	3	294	76	0.46	4	After Midnight	No Action	37	147	46.7	Cancer	Slim	Casual Dating
Transgender	Straight	Urban	High	Associate’s	Anime, Memes, Podcasts	68	High	0.91	Swipe Maniac	131	29	5	255	79	0.06	7	Early Morning	Relationship Formed	50	166	71.4	Sagittarius	Plus Size	Exploring
Prefer Not to Say	Lesbian	Small Town	Very High	Bachelor’s	Yoga, Gaming, Clubbing	249	Extreme User	0.58	Optimistic	135	18	5	144	8	0.08	21	Evening	Catfished	40	196	84.5	Capricorn	Plus Size	Hookups
Transgender	Gay	Urban	Very High	Bachelor’s	Reading, Photography, Dancing	295	Extreme User	0.45	Optimistic	157	13	4	19	0	0.4	19	Morning	Relationship Formed	52	173	60.5	Taurus	Curvy	Casual Dating
Non-binary	Pansexual	Small Town	High	Master’s	Makeup, Writing, Motorcycling	287	Extreme User	0.36	Balanced	183	2	4	429	76	0.36	15	Morning	Mutual Match	49	156	55.7	Sagittarius	Average	Networking
Male	Lesbian	Remote Area	Very Low	High School	Tattoos, History, Yoga	207	Extreme User	0.89	Swipe Maniac	43	0	5	237	93	0.36	2	Early Morning	Blocked	19	171	74.3	Aries	Curvy	Networking
Genderfluid	Straight	Small Town	Middle	PhD	Sneaker Culture, Spirituality, Writing	182	Extreme User	0.48	Optimistic	178	20	2	82	52	0.28	20	Evening	One-sided Like	49	150	60.1	Sagittarius	Curvy	Exploring
Non-binary	Asexual	Rural	Very High	Bachelor’s	Reading, Poetry, Pets	211	Extreme User	0.7	Swipe Maniac	112	13	0	103	22	0.11	23	Late Night	One-sided Like	49	188	89.4	Aquarius	Muscular	Serious Relationship
Female	Bisexual	Urban	Lower-Middle	Postdoc	Hiking, Social Activism, Running	146	Addicted	0.46	Optimistic	130	28	6	294	65	0.61	8	Afternoon	Mutual Match	52	150	58.9	Aries	Plus Size	Exploring
Transgender	Lesbian	Urban	Middle	High School	Fitness, Music, Startups	25	Low	0.71	Swipe Maniac	21	8	4	399	97	0.3	3	Morning	One-sided Like	44	156	66.7	Capricorn	Curvy	Friends Only
Transgender	Lesbian	Metro	Very High	Diploma	Yoga, Reading, Politics	191	Extreme User	0.72	Swipe Maniac	132	25	6	392	4	0.14	0	Morning	Blocked	38	199	98.6	Virgo	Athletic	Serious Relationship
Genderfluid	Asexual	Rural	Middle	Bachelor’s	Yoga, Gaming, Foodie	144	Addicted	0.58	Optimistic	105	20	2	317	70	0.04	2	Early Morning	Mutual Match	27	193	71.1	Sagittarius	Slim	Friends Only
Female	Pansexual	Remote Area	Very High	MBA	K-pop, Hiking, Movies	285	Extreme User	0.41	Optimistic	23	17	2	22	12	0.13	16	After Midnight	Relationship Formed	55	173	89.8	Aquarius	Average	Friends Only
Female	Gay	Urban	Upper-Middle	No Formal Education	Fashion, Gardening, Music	223	Extreme User	0.52	Optimistic	91	9	3	347	88	0.44	23	After Midnight	Relationship Formed	58	169	68.8	Gemini	Curvy	Casual Dating
Non-binary	Queer	Suburban	Very High	Associate’s	Dancing, Sneaker Culture, Tattoos	108	High	0.46	Optimistic	195	30	1	105	38	0.18	1	After Midnight	One-sided Like	56	178	83.3	Cancer	Athletic	Friends Only
Male	Bisexual	Suburban	Middle	Associate’s	Clubbing, Board Games, Investing	130	Addicted	0.52	Optimistic	21	5	0	378	11	0.3	23	Late Night	Catfished	38	181	81.2	Leo	Plus Size	Exploring
Male	Demisexual	Rural	Low	High School	Memes, Running, Clubbing	65	High	0.71	Swipe Maniac	140	1	5	356	80	0.24	3	Late Night	Date Happened	51	165	58.3	Pisces	Athletic	Hookups
Non-binary	Pansexual	Suburban	High	MBA	Stand-up Comedy, Binge-Watching, DIY	110	High	0.74	Swipe Maniac	75	27	5	456	93	0.01	8	Late Night	Date Happened	33	182	65.9	Capricorn	Slim	Friends Only
Transgender	Asexual	Rural	Middle	No Formal Education	Skating, Pets, Fashion	195	Extreme User	0.68	Optimistic	72	13	6	50	11	0.09	3	Evening	No Action	54	171	68.1	Scorpio	Slim	Serious Relationship
Prefer Not to Say	Bisexual	Urban	Very Low	Associate’s	Board Games, Gaming, Painting	124	Addicted	0.17	Choosy	76	8	1	306	15	0.24	6	Afternoon	Instant Match	55	183	66.6	Sagittarius	Muscular	Friends Only
Prefer Not to Say	Demisexual	Remote Area	Low	Diploma	Tattoos, K-pop, MMA	108	High	0.34	Balanced	80	1	2	363	33	0.27	20	Late Night	Chat Ignored	26	174	66.3	Gemini	Plus Size	Friends Only
Transgender	Demisexual	Suburban	Upper-Middle	Associate’s	Movies, Spirituality, Investing	201	Extreme User	0.8	Swipe Maniac	1	0	0	390	29	0.08	20	After Midnight	Chat Ignored	25	185	84.2	Aquarius	Average	Casual Dating
Female	Lesbian	Suburban	Upper-Middle	Diploma	Painting, Reading, History	103	High	0.75	Swipe Maniac	37	18	0	20	63	0.15	20	Late Night	Chat Ignored	51	147	56.4	Cancer	Plus Size	Networking
Genderfluid	Lesbian	Urban	Very Low	Diploma	Tattoos, Binge-Watching, Cars	137	Addicted	0.26	Balanced	45	24	5	299	81	0.11	15	After Midnight	Mutual Match	45	154	70.4	Sagittarius	Muscular	Casual Dating
Non-binary	Asexual	Remote Area	Low	MBA	Reading, Tech, Social Activism	47	Moderate	0.34	Balanced	144	8	3	159	88	0.36	16	Evening	Chat Ignored	23	194	84.3	Gemini	Plus Size	Networking
Prefer Not to Say	Asexual	Metro	Middle	Diploma	Gaming, Foodie, Traveling	157	Addicted	0.32	Balanced	174	12	4	81	21	0.15	19	Late Night	Chat Ignored	52	172	59.5	Libra	Athletic	Serious Relationship
Prefer Not to Say	Queer	Remote Area	Very Low	No Formal Education	Board Games, Crafting, Investing	89	High	0.46	Optimistic	176	22	2	288	51	0.32	16	Late Night	Ghosted	47	194	110.3	Capricorn	Plus Size	Networking
Transgender	Lesbian	Metro	Low	Associate’s	Coding, Investing, Board Games	292	Extreme User	0.41	Optimistic	23	3	5	390	53	0.42	13	Morning	Instant Match	44	158	52.9	Aries	Muscular	Casual Dating
Genderfluid	Bisexual	Metro	Very Low	Postdoc	DIY, Poetry, MMA	15	Low	0.5	Optimistic	90	3	6	465	13	0.31	9	Afternoon	Chat Ignored	27	183	61.6	Leo	Plus Size	Exploring
Male	Demisexual	Suburban	Very Low	High School	Photography, DIY, Parenting	155	Addicted	0.36	Balanced	38	2	3	169	97	0.16	7	After Midnight	Catfished	20	185	77.3	Libra	Average	Serious Relationship
Non-binary	Bisexual	Urban	Upper-Middle	Master’s	Poetry, Gaming, Investing	51	Moderate	0.28	Balanced	42	11	2	405	39	0.22	5	After Midnight	One-sided Like	47	151	65.2	Pisces	Curvy	Exploring
Transgender	Straight	Rural	Upper-Middle	No Formal Education	Reading, Fashion, History	296	Extreme User	0.52	Optimistic	82	0	1	221	9	0.21	16	Evening	Relationship Formed	48	197	112.9	Sagittarius	Curvy	Serious Relationship
Non-binary	Pansexual	Remote Area	Upper-Middle	No Formal Education	Hiking, MMA, Board Games	14	Very Low	0.46	Optimistic	192	20	0	424	36	0.32	5	Morning	One-sided Like	35	147	60.5	Virgo	Average	Friends Only
Male	Straight	Rural	Very Low	PhD	Movies, Skating, Tattoos	129	Addicted	0.44	Optimistic	142	15	6	160	16	0.76	11	After Midnight	Mutual Match	30	167	57.7	Cancer	Athletic	Hookups
Prefer Not to Say	Queer	Metro	Low	MBA	Crafting, Poetry, Tattoos	109	High	0.5	Optimistic	147	28	5	305	15	0.09	16	Evening	Chat Ignored	39	194	71.5	Pisces	Athletic	Networking
Transgender	Gay	Small Town	High	Bachelor’s	Reading, Meditation, Foodie	74	High	0.44	Optimistic	198	3	3	111	25	0.07	10	Afternoon	Instant Match	38	176	67.8	Virgo	Slim	Networking
Female	Asexual	Urban	High	Diploma	Art, Languages, Podcasts	216	Extreme User	0.07	Choosy	146	10	2	336	39	0.43	9	Afternoon	One-sided Like	24	163	49.2	Virgo	Average	Hookups
Non-binary	Asexual	Small Town	High	PhD	Gaming, Sneaker Culture, Crafting	66	High	0.37	Balanced	44	13	5	4	63	0.3	19	Morning	One-sided Like	45	150	54.7	Taurus	Plus Size	Networking
Transgender	Bisexual	Small Town	High	High School	Board Games, Hiking, History	222	Extreme User	0.67	Optimistic	33	10	2	26	43	0.24	1	Evening	Mutual Match	59	184	95.8	Pisces	Curvy	Serious Relationship
Transgender	Pansexual	Remote Area	Very High	Master’s	Meditation, Movies, Fashion	201	Extreme User	0.13	Choosy	107	27	2	435	76	0.42	10	Evening	No Action	18	179	59.9	Cancer	Curvy	Hookups
Non-binary	Demisexual	Small Town	Middle	High School	Clubbing, Music, Social Activism	173	Addicted	0.46	Optimistic	60	13	1	165	82	0.43	13	Evening	Instant Match	20	175	81.8	Capricorn	Slim	Exploring
Male	Asexual	Suburban	Very Low	MBA	Astrology, Crafting, Yoga	188	Extreme User	0.4	Optimistic	154	10	2	330	24	0.57	13	Early Morning	One-sided Like	38	164	63.2	Pisces	Average	Friends Only
Prefer Not to Say	Pansexual	Metro	Upper-Middle	Diploma	Binge-Watching, Gardening, Languages	231	Extreme User	0.56	Optimistic	134	18	1	252	91	0.44	5	Afternoon	Relationship Formed	42	177	82.4	Taurus	Slim	Casual Dating
Female	Gay	Metro	Upper-Middle	Diploma	Painting, Pets, Movies	233	Extreme User	0.46	Optimistic	10	0	4	73	52	0.16	10	Evening	Catfished	45	170	63.3	Taurus	Average	Friends Only
Genderfluid	Demisexual	Rural	Low	MBA	Running, Meditation, Stand-up Comedy	4	Barely	0.77	Swipe Maniac	162	12	6	12	21	0.59	23	Morning	Chat Ignored	22	168	64.4	Cancer	Slim	Casual Dating
Non-binary	Lesbian	Suburban	Low	MBA	Photography, Writing, Running	214	Extreme User	0.92	Swipe Maniac	141	1	6	6	65	0.6	19	Afternoon	Ghosted	57	197	114.9	Leo	Athletic	Serious Relationship
Male	Lesbian	Small Town	Very High	Diploma	Anime, Poetry, Spirituality	77	High	0.69	Optimistic	106	17	4	373	21	0.38	3	After Midnight	Date Happened	38	196	96.4	Aries	Athletic	Hookups
Female	Lesbian	Urban	Very Low	MBA	Podcasts, Memes, Skating	108	High	0.8	Swipe Maniac	154	23	0	383	60	0.33	3	After Midnight	One-sided Like	36	155	71.8	Cancer	Plus Size	Friends Only
Transgender	Straight	Urban	High	High School	Writing, Traveling, Cars	234	Extreme User	0.58	Optimistic	83	8	6	404	74	0.22	20	Afternoon	Instant Match	58	172	69.5	Virgo	Athletic	Hookups
Genderfluid	Bisexual	Small Town	Lower-Middle	Associate’s	Hiking, Politics, Crafting	102	High	0.28	Balanced	32	17	0	8	37	0.34	0	Early Morning	Mutual Match	33	195	77.6	Gemini	Muscular	Networking
Prefer Not to Say	Queer	Urban	Lower-Middle	Associate’s	Anime, Painting, History	202	Extreme User	0.7	Swipe Maniac	196	13	4	170	76	0.27	22	Late Night	Relationship Formed	26	191	75.5	Aquarius	Slim	Exploring
Male	Gay	Metro	Low	Master’s	Fitness, Gardening, Crafting	178	Addicted	0.37	Balanced	120	12	0	21	19	0.67	17	Evening	Mutual Match	46	182	98.7	Gemini	Average	Hookups
Male	Lesbian	Small Town	Very High	MBA	Writing, Tech, DIY	124	Addicted	0.84	Swipe Maniac	131	19	6	415	26	0.6	18	Morning	Chat Ignored	54	160	59.1	Pisces	Slim	Casual Dating
Genderfluid	Straight	Small Town	Very Low	Bachelor’s	Painting, Art, Photography	186	Extreme User	0.07	Choosy	177	0	2	28	68	0.6	3	Afternoon	Mutual Match	18	179	86.2	Aquarius	Muscular	Exploring
Transgender	Lesbian	Suburban	Low	No Formal Education	Movies, MMA, Languages	16	Low	0.53	Optimistic	134	6	3	49	15	0.47	16	Late Night	Mutual Match	44	176	71.6	Taurus	Curvy	Hookups
Genderfluid	Queer	Suburban	Low	MBA	Tattoos, Dancing, Crafting	116	High	0.33	Balanced	153	23	6	118	92	0.25	21	Evening	Relationship Formed	27	159	60.9	Taurus	Curvy	Networking
Transgender	Demisexual	Remote Area	Upper-Middle	Diploma	Stand-up Comedy, Anime, Writing	123	Addicted	0.32	Balanced	186	7	4	30	28	0.23	21	Early Morning	One-sided Like	27	195	69.2	Sagittarius	Muscular	Exploring
Transgender	Pansexual	Suburban	Lower-Middle	Master’s	Yoga, Skating, Board Games	58	Moderate	0.51	Optimistic	107	16	4	319	46	0.33	21	After Midnight	Catfished	32	169	85.4	Pisces	Curvy	Serious Relationship
Transgender	Queer	Small Town	Low	Postdoc	Painting, Cars, Gaming	67	High	0.34	Balanced	97	29	4	156	22	0.2	6	Late Night	Relationship Formed	28	152	66.8	Sagittarius	Average	Casual Dating
Transgender	Lesbian	Small Town	Upper-Middle	Bachelor’s	Startups, Sneaker Culture, Cars	168	Addicted	0.54	Optimistic	87	13	2	90	18	0.59	23	Early Morning	Instant Match	57	190	70.8	Capricorn	Slim	Hookups
Prefer Not to Say	Queer	Small Town	Very High	MBA	Skating, Fashion, Yoga	12	Very Low	0.57	Optimistic	160	27	0	356	20	0.42	6	Evening	Chat Ignored	47	151	43.3	Aquarius	Athletic	Friends Only
Transgender	Demisexual	Rural	Middle	Associate’s	Fitness, Gardening, Board Games	171	Addicted	0.63	Optimistic	22	15	2	197	70	0.04	4	Morning	Mutual Match	40	179	92.0	Taurus	Average	Casual Dating
Male	Queer	Remote Area	Middle	Master’s	Painting, Motorcycling, Sneaker Culture	45	Moderate	0.71	Swipe Maniac	0	0	2	136	17	0.25	8	Evening	Blocked	28	148	56.7	Cancer	Plus Size	Networking
Male	Gay	Urban	Very High	Associate’s	Reading, Skating, Painting	15	Low	0.38	Balanced	6	6	5	468	47	0.47	9	After Midnight	Ghosted	20	161	56.8	Leo	Slim	Networking
Female	Pansexual	Remote Area	Very High	No Formal Education	Meditation, Running, Fashion	105	High	0.59	Optimistic	100	9	4	125	93	0.25	21	Morning	Date Happened	32	181	71.7	Scorpio	Athletic	Exploring
Transgender	Pansexual	Suburban	Lower-Middle	Bachelor’s	Traveling, Crafting, Cars	16	Low	0.64	Optimistic	25	25	0	150	56	0.28	15	Morning	Catfished	50	146	57.8	Pisces	Slim	Casual Dating
Male	Bisexual	Small Town	High	Diploma	Board Games, Podcasts, Tattoos	197	Extreme User	0.59	Optimistic	108	1	1	111	88	0.17	3	Morning	Mutual Match	55	172	87.0	Virgo	Plus Size	Networking
Female	Pansexual	Rural	Very High	Master’s	Tattoos, Stand-up Comedy, Binge-Watching	166	Addicted	0.46	Optimistic	136	1	1	45	52	0.26	4	Early Morning	One-sided Like	39	160	50.7	Scorpio	Plus Size	Friends Only
Female	Lesbian	Suburban	Upper-Middle	High School	Cooking, Coding, Parenting	249	Extreme User	0.67	Optimistic	64	12	4	346	60	0.56	22	Early Morning	Instant Match	47	167	75.9	Sagittarius	Curvy	Hookups
Male	Bisexual	Urban	Very High	Postdoc	Stand-up Comedy, Motorcycling, Gaming	207	Extreme User	0.0	Choosy	195	23	3	323	39	0.25	16	Evening	Ghosted	33	167	78.4	Aquarius	Plus Size	Friends Only
Male	Demisexual	Suburban	Low	PhD	Anime, Coding, Stand-up Comedy	253	Extreme User	0.56	Optimistic	113	6	0	207	13	0.19	7	Morning	Date Happened	34	177	64.2	Scorpio	Average	Hookups
Non-binary	Queer	Remote Area	Very Low	High School	Music, Tech, Gardening	222	Extreme User	0.75	Swipe Maniac	168	1	1	339	12	0.37	17	Evening	Catfished	48	171	85.4	Aries	Plus Size	Networking
Transgender	Bisexual	Suburban	Low	Associate’s	Politics, Art, Startups	283	Extreme User	0.64	Optimistic	92	15	1	463	46	0.21	4	Early Morning	Instant Match	28	190	70.8	Gemini	Muscular	Hookups
Male	Bisexual	Remote Area	Very Low	MBA	Astrology, Tech, Traveling	219	Extreme User	0.7	Swipe Maniac	164	15	0	145	36	0.31	22	Evening	Ghosted	27	175	72.6	Gemini	Average	Exploring
Non-binary	Pansexual	Metro	Lower-Middle	Bachelor’s	Astrology, Pets, Meditation	244	Extreme User	0.43	Optimistic	75	10	3	431	50	0.25	21	After Midnight	Date Happened	46	184	65.0	Aquarius	Plus Size	Serious Relationship
Genderfluid	Gay	Urban	Upper-Middle	No Formal Education	Cars, DIY, Anime	267	Extreme User	0.48	Optimistic	164	13	1	301	83	0.18	20	Afternoon	Date Happened	35	171	53.5	Gemini	Athletic	Casual Dating
Prefer Not to Say	Lesbian	Suburban	Lower-Middle	Bachelor’s	Painting, Poetry, Cars	40	Moderate	0.6	Optimistic	50	28	3	105	14	0.26	19	After Midnight	Mutual Match	34	177	92.4	Aries	Plus Size	Casual Dating
Transgender	Gay	Metro	Very Low	MBA	Startups, Tech, Fitness	7	Very Low	0.43	Optimistic	194	11	0	157	97	0.04	7	Afternoon	Ghosted	29	160	68.4	Pisces	Plus Size	Hookups
Non-binary	Lesbian	Suburban	Lower-Middle	Bachelor’s	Fashion, Podcasts, Dancing	224	Extreme User	0.64	Optimistic	156	8	1	249	43	0.43	16	Afternoon	Catfished	37	178	74.1	Sagittarius	Curvy	Friends Only
Male	Asexual	Suburban	Very Low	No Formal Education	Clubbing, Gardening, Parenting	239	Extreme User	0.61	Optimistic	126	23	1	407	14	0.2	22	Evening	Date Happened	55	190	68.6	Leo	Curvy	Casual Dating
Genderfluid	Pansexual	Suburban	Low	Master’s	Tattoos, Parenting, K-pop	113	High	0.78	Swipe Maniac	191	3	0	77	83	0.4	16	Early Morning	Date Happened	21	162	47.2	Sagittarius	Average	Exploring
Prefer Not to Say	Gay	Rural	Lower-Middle	PhD	Meditation, Traveling, Fashion	147	Addicted	0.6	Optimistic	4	4	0	365	56	0.26	9	After Midnight	Chat Ignored	53	162	78.2	Sagittarius	Muscular	Friends Only
Genderfluid	Bisexual	Remote Area	Very Low	No Formal Education	Languages, Crafting, Photography	0	Barely	0.37	Balanced	66	20	3	498	31	0.2	12	Morning	Mutual Match	40	189	76.1	Scorpio	Slim	Hookups
Non-binary	Demisexual	Rural	Upper-Middle	Master’s	Foodie, Sneaker Culture, Spirituality	205	Extreme User	0.16	Choosy	144	8	5	106	16	0.08	21	Early Morning	No Action	23	189	72.9	Scorpio	Muscular	Exploring
Genderfluid	Queer	Small Town	Very Low	Diploma	Astrology, Cars, Art	174	Addicted	0.47	Optimistic	59	4	6	379	71	0.15	16	After Midnight	One-sided Like	30	149	47.3	Capricorn	Slim	Serious Relationship
Non-binary	Queer	Rural	Lower-Middle	Master’s	DIY, Foodie, Writing	37	Moderate	0.32	Balanced	200	11	0	329	91	0.49	9	Late Night	One-sided Like	23	154	62.1	Taurus	Athletic	Hookups
Female	Straight	Rural	Lower-Middle	MBA	Traveling, Makeup, Hiking	36	Moderate	0.64	Optimistic	31	7	4	269	97	0.64	11	Evening	Ghosted	27	175	73.5	Aries	Muscular	Casual Dating
Prefer Not to Say	Pansexual	Remote Area	High	Associate’s	Reading, Running, Fashion	287	Extreme User	0.33	Balanced	97	3	0	417	95	0.6	5	Early Morning	Blocked	58	179	69.5	Libra	Plus Size	Exploring
Genderfluid	Lesbian	Rural	High	PhD	Running, Yoga, Stand-up Comedy	201	Extreme User	0.42	Optimistic	164	28	0	313	8	0.18	3	Early Morning	Instant Match	41	148	44.2	Capricorn	Plus Size	Hookups
Prefer Not to Say	Lesbian	Remote Area	Very Low	MBA	Binge-Watching, Tech, Hiking	231	Extreme User	0.75	Swipe Maniac	110	17	4	478	85	0.14	23	Late Night	One-sided Like	48	169	77.7	Scorpio	Slim	Hookups
Male	Straight	Metro	Middle	No Formal Education	Politics, Tech, Tattoos	65	High	0.54	Optimistic	54	22	4	149	13	0.24	17	Afternoon	Ghosted	50	171	86.6	Leo	Curvy	Casual Dating
Male	Gay	Urban	Very Low	Postdoc	Skating, Binge-Watching, Investing	277	Extreme User	0.53	Optimistic	124	15	5	11	99	0.05	3	Late Night	One-sided Like	44	196	104.9	Cancer	Athletic	Casual Dating
Transgender	Queer	Small Town	Low	PhD	Crafting, Binge-Watching, Dancing	23	Low	0.44	Optimistic	100	9	6	287	58	0.23	20	Late Night	Instant Match	41	183	81.0	Aquarius	Slim	Exploring
Male	Gay	Remote Area	Lower-Middle	MBA	MMA, Music, Painting	262	Extreme User	0.63	Optimistic	48	21	3	419	4	0.13	5	Early Morning	One-sided Like	50	145	45.0	Sagittarius	Slim	Casual Dating
Male	Queer	Small Town	High	PhD	K-pop, Social Activism, Astrology	203	Extreme User	0.42	Optimistic	81	25	3	102	97	0.5	5	Afternoon	Relationship Formed	34	164	59.4	Taurus	Slim	Casual Dating
Male	Pansexual	Small Town	Very High	Bachelor’s	Fashion, Politics, Art	37	Moderate	0.55	Optimistic	161	14	0	469	34	0.13	18	After Midnight	Chat Ignored	23	153	51.7	Leo	Plus Size	Friends Only
Female	Queer	Urban	Lower-Middle	Diploma	Dancing, Binge-Watching, Memes	222	Extreme User	0.99	Swipe Maniac	103	0	1	398	42	0.45	8	Evening	Ghosted	30	189	72.5	Leo	Curvy	Exploring
Female	Straight	Urban	Very High	Bachelor’s	Traveling, Tech, Dancing	43	Moderate	0.19	Choosy	48	11	1	214	10	0.41	14	Early Morning	Ghosted	20	161	61.4	Taurus	Average	Serious Relationship
Transgender	Asexual	Small Town	Middle	Bachelor’s	Writing, Tech, Dancing	209	Extreme User	0.41	Optimistic	135	4	6	66	28	0.74	20	Afternoon	Date Happened	34	199	80.8	Cancer	Athletic	Networking
Genderfluid	Asexual	Rural	Upper-Middle	Master’s	Podcasts, Poetry, Fitness	238	Extreme User	0.27	Balanced	151	25	6	317	34	0.31	22	Morning	Instant Match	54	168	81.6	Capricorn	Curvy	Exploring

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