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	Gay	Rural	Very Low	No Formal Education	Hiking, Traveling, DIY	0	Barely	0.63	Optimistic	125	14	6	84	8	0.16	8	Morning	No Action	46	163	51.5	Pisces	Athletic	Casual Dating
Prefer Not to Say	Demisexual	Small Town	High	MBA	Astrology, Tech, Gardening	34	Moderate	0.8	Swipe Maniac	92	28	2	243	31	0.29	3	Early Morning	Instant Match	43	180	61.2	Taurus	Average	Networking
Female	Straight	Small Town	Upper-Middle	Postdoc	Fashion, Cooking, Languages	232	Extreme User	0.43	Optimistic	56	0	5	414	72	0.11	11	Early Morning	Date Happened	35	162	58.8	Gemini	Athletic	Serious Relationship
Genderfluid	Bisexual	Suburban	Middle	PhD	Politics, Movies, Traveling	243	Extreme User	0.31	Balanced	49	28	2	481	10	0.2	23	Afternoon	Relationship Formed	36	155	58.9	Pisces	Average	Casual Dating
Non-binary	Straight	Suburban	High	PhD	K-pop, Cars, Startups	13	Very Low	0.38	Balanced	134	4	3	278	91	0.26	0	Early Morning	Catfished	50	193	93.1	Aries	Curvy	Serious Relationship
Male	Queer	Suburban	Low	No Formal Education	Languages, Social Activism, Podcasts	244	Extreme User	0.59	Optimistic	21	5	6	62	66	0.47	18	Afternoon	Instant Match	56	189	82.5	Scorpio	Slim	Hookups
Female	Bisexual	Small Town	High	Master’s	Makeup, Poetry, Dancing	67	High	0.64	Optimistic	60	6	0	416	41	0.5	19	Late Night	Relationship Formed	40	168	57.9	Gemini	Average	Networking
Prefer Not to Say	Queer	Rural	Very Low	PhD	Cars, Running, History	15	Low	0.27	Balanced	50	5	1	7	70	0.05	16	Late Night	Mutual Match	52	165	68.6	Pisces	Athletic	Networking
Transgender	Straight	Small Town	Lower-Middle	High School	Clubbing, Astrology, Hiking	86	High	0.49	Optimistic	187	8	0	484	28	0.1	0	Early Morning	Date Happened	40	147	60.1	Taurus	Plus Size	Hookups
Genderfluid	Demisexual	Metro	High	Master’s	Stand-up Comedy, Motorcycling, Gardening	166	Addicted	0.62	Optimistic	87	21	4	173	0	0.14	18	Afternoon	Catfished	33	183	63.3	Taurus	Muscular	Exploring
Male	Pansexual	Rural	Very Low	Bachelor’s	History, Running, Pets	127	Addicted	0.47	Optimistic	100	13	4	149	86	0.22	12	Morning	Date Happened	49	166	64.8	Libra	Athletic	Friends Only
Female	Demisexual	Rural	Very Low	Postdoc	Photography, Coding, Motorcycling	68	High	0.53	Optimistic	10	4	6	495	28	0.16	20	Late Night	No Action	35	196	81.8	Capricorn	Curvy	Exploring
Prefer Not to Say	Asexual	Urban	High	Bachelor’s	Binge-Watching, Yoga, Movies	249	Extreme User	0.98	Swipe Maniac	98	8	5	99	37	0.47	19	Morning	Catfished	42	146	46.5	Leo	Athletic	Casual Dating
Non-binary	Gay	Metro	Very High	MBA	Running, Spirituality, Dancing	226	Extreme User	0.26	Balanced	142	28	5	286	86	0.26	22	Evening	Catfished	47	152	56.8	Virgo	Slim	Serious Relationship
Genderfluid	Asexual	Small Town	Lower-Middle	PhD	Art, History, Cooking	44	Moderate	0.64	Optimistic	13	6	5	415	55	0.19	14	After Midnight	Ghosted	57	159	72.8	Pisces	Average	Friends Only
Transgender	Pansexual	Urban	Upper-Middle	PhD	History, Fitness, Social Activism	296	Extreme User	0.51	Optimistic	115	17	4	457	40	0.36	6	Evening	Date Happened	57	173	63.4	Aries	Average	Networking
Male	Gay	Suburban	Lower-Middle	Associate’s	Photography, Board Games, Sneaker Culture	136	Addicted	0.4	Optimistic	91	21	5	305	66	0.27	4	Afternoon	Blocked	59	178	87.1	Gemini	Muscular	Exploring
Transgender	Straight	Rural	Middle	No Formal Education	Coding, Dancing, Skating	102	High	0.2	Balanced	99	11	0	410	65	0.07	14	Afternoon	Chat Ignored	27	152	47.1	Leo	Curvy	Casual Dating
Genderfluid	Lesbian	Metro	High	Diploma	Crafting, Gaming, Politics	81	High	0.59	Optimistic	120	30	1	493	43	0.14	15	Early Morning	Ghosted	22	165	77.3	Capricorn	Average	Exploring
Non-binary	Demisexual	Metro	Low	High School	Yoga, Fitness, Hiking	13	Very Low	0.78	Swipe Maniac	141	24	2	234	84	0.27	16	Late Night	Instant Match	34	192	107.3	Aries	Muscular	Hookups
Genderfluid	Gay	Rural	Low	Diploma	Parenting, Memes, Pets	174	Addicted	0.52	Optimistic	198	12	3	10	0	0.17	18	Late Night	Mutual Match	51	157	57.7	Libra	Plus Size	Networking
Non-binary	Queer	Small Town	Low	MBA	Social Activism, Startups, Dancing	105	High	0.53	Optimistic	7	3	2	37	31	0.03	20	Evening	Instant Match	41	162	66.4	Capricorn	Plus Size	Friends Only
Prefer Not to Say	Bisexual	Suburban	Upper-Middle	Postdoc	Foodie, Board Games, Tattoos	274	Extreme User	0.75	Swipe Maniac	68	19	5	308	56	0.32	23	Evening	Mutual Match	40	191	97.0	Taurus	Slim	Friends Only
Prefer Not to Say	Queer	Urban	Middle	No Formal Education	Music, Gardening, Art	193	Extreme User	0.68	Optimistic	25	8	6	122	31	0.53	14	Early Morning	Mutual Match	25	184	68.1	Libra	Slim	Networking
Non-binary	Gay	Remote Area	Very High	PhD	Memes, Coding, Fashion	198	Extreme User	0.56	Optimistic	143	14	0	338	93	0.13	20	Evening	Blocked	58	175	64.6	Capricorn	Muscular	Exploring
Genderfluid	Queer	Metro	Low	High School	Writing, Skating, Parenting	250	Extreme User	0.34	Balanced	77	26	0	378	41	0.48	8	Afternoon	Relationship Formed	38	150	63.9	Taurus	Plus Size	Friends Only
Transgender	Demisexual	Urban	Upper-Middle	Diploma	Coding, Crafting, Painting	255	Extreme User	0.5	Optimistic	78	2	2	87	62	0.57	16	Afternoon	Blocked	42	147	63.3	Taurus	Muscular	Casual Dating
Prefer Not to Say	Gay	Rural	Very Low	Postdoc	Investing, Skating, Pets	214	Extreme User	0.43	Optimistic	53	22	2	351	73	0.37	5	Early Morning	Ghosted	47	194	70.8	Libra	Average	Friends Only
Female	Bisexual	Remote Area	Low	Postdoc	Anime, Photography, Foodie	288	Extreme User	0.48	Optimistic	6	0	3	357	15	0.41	6	Morning	Mutual Match	34	168	54.2	Leo	Average	Hookups
Non-binary	Pansexual	Small Town	Lower-Middle	Master’s	Poetry, Clubbing, Skating	36	Moderate	0.63	Optimistic	93	26	6	341	34	0.36	3	After Midnight	Date Happened	51	158	69.6	Taurus	Plus Size	Networking
Prefer Not to Say	Demisexual	Metro	Very Low	Bachelor’s	Foodie, Poetry, Languages	118	High	0.16	Choosy	147	2	0	205	87	0.24	23	Afternoon	Instant Match	20	156	53.1	Leo	Athletic	Exploring
Transgender	Demisexual	Metro	Very High	PhD	Crafting, Binge-Watching, Cars	242	Extreme User	0.47	Optimistic	184	13	3	205	32	0.24	15	Evening	Mutual Match	29	191	90.5	Aquarius	Athletic	Networking
Genderfluid	Asexual	Suburban	Very Low	Postdoc	K-pop, Sneaker Culture, Astrology	71	High	0.63	Optimistic	150	13	2	168	41	0.17	5	Early Morning	Date Happened	39	150	47.0	Aries	Average	Exploring
Non-binary	Straight	Rural	Upper-Middle	Postdoc	Stand-up Comedy, Gardening, Traveling	285	Extreme User	0.76	Swipe Maniac	128	15	1	239	46	0.7	9	After Midnight	No Action	32	194	92.6	Scorpio	Slim	Serious Relationship
Female	Lesbian	Urban	Middle	High School	MMA, Motorcycling, Languages	185	Extreme User	0.73	Swipe Maniac	177	1	3	455	77	0.41	5	Late Night	Relationship Formed	43	166	71.9	Libra	Athletic	Hookups
Transgender	Bisexual	Remote Area	Upper-Middle	MBA	MMA, Art, Dancing	31	Moderate	0.92	Swipe Maniac	97	25	3	71	39	0.21	13	Evening	Blocked	28	153	62.5	Capricorn	Athletic	Serious Relationship
Genderfluid	Straight	Suburban	Low	High School	Spirituality, Fitness, Gaming	99	High	0.28	Balanced	22	17	5	97	72	0.25	7	Morning	Mutual Match	49	169	57.1	Libra	Slim	Networking
Male	Gay	Urban	Very High	Postdoc	Spirituality, K-pop, Music	205	Extreme User	0.48	Optimistic	90	8	4	272	41	0.2	10	Late Night	Date Happened	50	180	86.8	Sagittarius	Slim	Serious Relationship
Non-binary	Asexual	Suburban	High	Bachelor’s	Writing, Yoga, Makeup	201	Extreme User	0.3	Balanced	26	10	0	141	24	0.06	13	Late Night	Date Happened	25	145	47.1	Aries	Plus Size	Serious Relationship
Non-binary	Asexual	Metro	High	Postdoc	Tech, Foodie, Cooking	231	Extreme User	0.68	Optimistic	146	28	4	102	83	0.18	16	Evening	One-sided Like	40	162	71.6	Aries	Slim	Networking
Prefer Not to Say	Bisexual	Rural	Lower-Middle	MBA	Board Games, History, Fitness	104	High	0.65	Optimistic	138	22	6	294	45	0.09	22	After Midnight	Relationship Formed	29	179	70.2	Scorpio	Plus Size	Serious Relationship
Transgender	Pansexual	Urban	Middle	Postdoc	Yoga, Foodie, MMA	198	Extreme User	0.67	Optimistic	11	11	0	307	78	0.19	23	Late Night	One-sided Like	39	187	73.8	Gemini	Muscular	Serious Relationship
Prefer Not to Say	Demisexual	Suburban	Lower-Middle	MBA	Startups, Memes, Podcasts	240	Extreme User	0.53	Optimistic	107	22	1	303	25	0.07	12	After Midnight	Relationship Formed	30	186	85.5	Aries	Slim	Hookups
Non-binary	Lesbian	Metro	Upper-Middle	Master’s	Photography, Gardening, Meditation	234	Extreme User	0.45	Optimistic	48	13	3	289	93	0.23	19	Early Morning	One-sided Like	47	176	89.8	Pisces	Average	Hookups
Male	Lesbian	Remote Area	Very High	PhD	Cooking, Startups, Crafting	29	Low	0.71	Swipe Maniac	173	25	4	160	92	0.47	23	After Midnight	Ghosted	34	184	84.0	Virgo	Curvy	Casual Dating
Male	Bisexual	Small Town	High	PhD	Anime, Movies, Traveling	63	High	0.69	Optimistic	198	27	6	187	81	0.43	2	Late Night	Mutual Match	43	186	76.8	Sagittarius	Slim	Serious Relationship
Prefer Not to Say	Pansexual	Rural	High	MBA	Anime, Memes, Tattoos	138	Addicted	0.18	Choosy	106	22	1	77	4	0.2	3	Evening	Instant Match	55	187	93.7	Aries	Muscular	Serious Relationship
Transgender	Demisexual	Suburban	High	Associate’s	Startups, Tech, MMA	180	Extreme User	0.54	Optimistic	9	8	1	147	24	0.37	23	Morning	Chat Ignored	24	187	66.1	Libra	Average	Hookups
Female	Asexual	Suburban	High	Postdoc	Reading, Art, Hiking	120	Addicted	0.64	Optimistic	13	10	3	160	40	0.41	19	Late Night	No Action	35	190	94.6	Capricorn	Plus Size	Casual Dating
Male	Pansexual	Suburban	Very Low	Diploma	Coding, Stand-up Comedy, Memes	97	High	0.19	Choosy	192	30	2	25	62	0.35	8	Afternoon	Mutual Match	20	163	75.7	Sagittarius	Plus Size	Hookups
Prefer Not to Say	Bisexual	Remote Area	Very High	Associate’s	Pets, Investing, Gaming	299	Extreme User	0.76	Swipe Maniac	163	30	4	311	59	0.07	0	Morning	No Action	37	178	57.0	Leo	Curvy	Exploring
Non-binary	Straight	Rural	Very High	Associate’s	Reading, Music, History	6	Very Low	0.61	Optimistic	119	15	0	342	71	0.16	5	Morning	Instant Match	31	147	43.0	Gemini	Plus Size	Friends Only
Prefer Not to Say	Bisexual	Suburban	Very High	PhD	Skating, Podcasts, Social Activism	112	High	0.87	Swipe Maniac	125	13	2	175	32	0.29	14	Evening	One-sided Like	51	193	96.8	Taurus	Curvy	Hookups
Transgender	Lesbian	Metro	Lower-Middle	PhD	Politics, Astrology, Foodie	158	Addicted	0.55	Optimistic	142	29	0	147	59	0.37	3	Morning	Chat Ignored	22	156	48.9	Capricorn	Muscular	Hookups
Transgender	Demisexual	Urban	Lower-Middle	Associate’s	Meditation, Tech, Makeup	65	High	0.73	Swipe Maniac	155	8	1	236	90	0.31	1	Morning	One-sided Like	23	164	68.6	Libra	Curvy	Exploring
Non-binary	Straight	Remote Area	Very Low	Associate’s	Spirituality, Politics, Podcasts	127	Addicted	0.14	Choosy	145	1	3	80	60	0.21	19	After Midnight	Relationship Formed	51	180	58.6	Libra	Average	Hookups
Genderfluid	Asexual	Small Town	Low	Bachelor’s	Running, Skating, Fashion	110	High	0.53	Optimistic	180	28	6	289	8	0.08	4	Late Night	Catfished	51	191	73.3	Virgo	Plus Size	Serious Relationship
Male	Bisexual	Metro	Very Low	High School	Yoga, Running, Writing	124	Addicted	0.29	Balanced	145	22	6	185	40	0.19	14	After Midnight	One-sided Like	24	199	71.7	Cancer	Plus Size	Networking
Non-binary	Lesbian	Urban	Very High	High School	Poetry, MMA, Pets	90	High	0.42	Optimistic	8	6	6	334	92	0.23	21	Afternoon	Catfished	33	146	42.6	Gemini	Slim	Hookups
Male	Straight	Urban	High	Bachelor’s	Spirituality, Fashion, Binge-Watching	128	Addicted	0.65	Optimistic	55	12	2	148	32	0.42	6	Morning	Catfished	48	191	70.0	Scorpio	Curvy	Hookups
Transgender	Gay	Rural	Low	Diploma	Motorcycling, Crafting, Parenting	3	Barely	0.61	Optimistic	161	1	3	322	19	0.28	5	Evening	Chat Ignored	49	193	87.9	Sagittarius	Athletic	Exploring
Prefer Not to Say	Bisexual	Rural	Low	PhD	Investing, Gaming, Podcasts	259	Extreme User	0.62	Optimistic	114	29	4	163	85	0.23	15	Early Morning	Mutual Match	30	196	89.5	Pisces	Muscular	Casual Dating
Genderfluid	Bisexual	Suburban	Upper-Middle	Master’s	Tech, Dancing, Hiking	22	Low	0.53	Optimistic	150	1	0	340	54	0.32	6	After Midnight	Ghosted	21	159	62.4	Gemini	Athletic	Networking
Non-binary	Demisexual	Remote Area	Middle	PhD	Astrology, Coding, Binge-Watching	189	Extreme User	0.15	Choosy	141	13	0	245	21	0.36	17	After Midnight	No Action	51	150	49.3	Aquarius	Plus Size	Casual Dating
Transgender	Straight	Suburban	Lower-Middle	Bachelor’s	Poetry, Podcasts, Tech	112	High	0.38	Balanced	47	22	2	419	48	0.29	11	After Midnight	Chat Ignored	52	170	73.4	Sagittarius	Slim	Hookups
Genderfluid	Pansexual	Urban	Lower-Middle	Bachelor’s	Sneaker Culture, Poetry, Fashion	170	Addicted	0.74	Swipe Maniac	30	14	2	253	26	0.55	10	Early Morning	Relationship Formed	33	179	95.8	Aries	Average	Networking
Non-binary	Gay	Remote Area	Very High	PhD	Binge-Watching, Makeup, MMA	197	Extreme User	0.35	Balanced	91	22	6	289	46	0.12	18	Evening	Instant Match	32	181	90.7	Aries	Plus Size	Hookups
Transgender	Straight	Urban	Very High	Associate’s	Parenting, Politics, Running	161	Addicted	0.65	Optimistic	39	5	4	431	50	0.56	23	Afternoon	Relationship Formed	57	173	65.8	Sagittarius	Plus Size	Serious Relationship
Non-binary	Lesbian	Urban	Very Low	Diploma	Pets, Traveling, Foodie	47	Moderate	0.35	Balanced	187	8	2	180	61	0.23	18	After Midnight	Instant Match	45	183	83.7	Taurus	Athletic	Serious Relationship
Prefer Not to Say	Bisexual	Metro	High	Diploma	Politics, Gardening, Binge-Watching	211	Extreme User	0.39	Balanced	11	4	0	145	18	0.38	13	Afternoon	Blocked	27	185	71.5	Capricorn	Average	Hookups
Male	Lesbian	Small Town	Very High	PhD	Dancing, Painting, Cooking	112	High	0.4	Optimistic	124	4	1	302	71	0.61	4	Early Morning	Mutual Match	53	189	91.4	Gemini	Curvy	Hookups
Genderfluid	Bisexual	Rural	High	Diploma	Memes, K-pop, Fashion	78	High	0.59	Optimistic	42	19	5	189	4	0.29	2	After Midnight	No Action	35	171	86.6	Cancer	Plus Size	Serious Relationship
Genderfluid	Demisexual	Suburban	Upper-Middle	Bachelor’s	Music, Clubbing, Board Games	168	Addicted	0.38	Balanced	50	19	0	471	69	0.32	14	Late Night	Blocked	31	162	73.7	Capricorn	Slim	Exploring
Prefer Not to Say	Pansexual	Metro	Middle	PhD	MMA, History, Music	25	Low	0.6	Optimistic	112	16	1	159	38	0.12	12	Evening	Chat Ignored	47	196	101.4	Aries	Slim	Casual Dating
Transgender	Pansexual	Remote Area	Upper-Middle	Associate’s	Board Games, MMA, Hiking	289	Extreme User	0.47	Optimistic	162	9	1	265	52	0.24	16	Morning	Instant Match	26	152	44.1	Aquarius	Curvy	Friends Only
Prefer Not to Say	Straight	Small Town	Lower-Middle	Master’s	Meditation, Pets, Astrology	218	Extreme User	0.32	Balanced	42	18	3	405	23	0.2	12	Evening	Catfished	43	166	76.3	Aries	Average	Friends Only
Female	Bisexual	Suburban	Lower-Middle	PhD	Sneaker Culture, Anime, Gardening	125	Addicted	0.25	Balanced	161	30	2	367	52	0.39	17	After Midnight	Catfished	58	185	85.2	Aquarius	Athletic	Casual Dating
Prefer Not to Say	Lesbian	Metro	Very Low	Bachelor’s	Clubbing, Pets, Fashion	123	Addicted	0.48	Optimistic	64	20	2	448	55	0.23	13	Evening	One-sided Like	26	184	76.9	Scorpio	Muscular	Exploring
Male	Asexual	Urban	Lower-Middle	MBA	Reading, Painting, Gaming	193	Extreme User	0.47	Optimistic	131	12	1	257	70	0.33	12	After Midnight	Relationship Formed	51	152	49.7	Virgo	Average	Exploring
Prefer Not to Say	Queer	Small Town	Low	Bachelor’s	Spirituality, Startups, Music	125	Addicted	0.25	Balanced	174	29	6	388	83	0.16	21	Late Night	Instant Match	27	171	87.7	Sagittarius	Plus Size	Casual Dating
Male	Demisexual	Small Town	High	Master’s	Poetry, Reading, Politics	153	Addicted	0.61	Optimistic	69	1	6	287	69	0.36	7	After Midnight	Blocked	33	145	45.6	Aries	Plus Size	Serious Relationship
Male	Bisexual	Small Town	Very Low	High School	Binge-Watching, Meditation, Sneaker Culture	97	High	0.66	Optimistic	68	15	3	299	8	0.1	4	After Midnight	Blocked	56	181	90.1	Pisces	Athletic	Friends Only
Transgender	Queer	Small Town	Very High	Associate’s	Podcasts, History, Languages	1	Barely	0.37	Balanced	23	21	1	81	3	0.07	2	Evening	Blocked	57	146	53.3	Gemini	Athletic	Networking
Male	Asexual	Suburban	Very Low	No Formal Education	Podcasts, Yoga, Fitness	296	Extreme User	0.73	Swipe Maniac	25	11	1	110	9	0.48	6	Morning	Chat Ignored	47	192	84.4	Aquarius	Plus Size	Hookups
Prefer Not to Say	Bisexual	Remote Area	Very Low	Bachelor’s	Hiking, Meditation, Languages	90	High	0.3	Balanced	20	5	3	23	23	0.78	7	Early Morning	Relationship Formed	30	156	55.2	Sagittarius	Athletic	Serious Relationship
Genderfluid	Demisexual	Metro	Low	No Formal Education	Photography, Pets, History	178	Addicted	0.58	Optimistic	154	0	6	485	31	0.06	3	After Midnight	Date Happened	38	155	62.9	Capricorn	Muscular	Exploring
Transgender	Asexual	Metro	Upper-Middle	No Formal Education	Hiking, Motorcycling, Movies	297	Extreme User	0.58	Optimistic	163	24	5	40	59	0.34	12	Afternoon	Blocked	40	191	104.7	Libra	Average	Exploring
Female	Pansexual	Rural	Upper-Middle	Associate’s	Spirituality, Tech, Investing	246	Extreme User	0.46	Optimistic	29	11	0	160	36	0.41	23	Evening	No Action	29	191	83.9	Cancer	Plus Size	Casual Dating
Transgender	Gay	Urban	Middle	No Formal Education	Parenting, Motorcycling, Languages	231	Extreme User	0.57	Optimistic	2	0	3	72	68	0.23	5	Early Morning	No Action	55	154	59.5	Capricorn	Slim	Casual Dating
Male	Straight	Small Town	Low	Postdoc	Hiking, Painting, Tattoos	103	High	0.55	Optimistic	72	20	5	290	82	0.27	3	Morning	Blocked	40	176	56.1	Capricorn	Average	Friends Only
Female	Gay	Metro	High	No Formal Education	Music, Cars, Startups	109	High	0.29	Balanced	45	8	5	38	69	0.44	7	Morning	Instant Match	33	188	82.0	Libra	Plus Size	Networking
Female	Queer	Metro	Low	Master’s	Yoga, Social Activism, Dancing	83	High	0.54	Optimistic	22	7	0	50	55	0.02	14	Late Night	Instant Match	47	156	47.0	Gemini	Average	Casual Dating
Prefer Not to Say	Pansexual	Suburban	Upper-Middle	Associate’s	Anime, DIY, Gardening	13	Very Low	0.41	Optimistic	25	23	6	42	51	0.14	14	Late Night	One-sided Like	41	164	60.0	Cancer	Slim	Networking
Male	Demisexual	Metro	Very High	Postdoc	Poetry, Sneaker Culture, Traveling	3	Barely	0.41	Optimistic	45	10	0	170	24	0.23	16	Evening	No Action	49	152	55.9	Aries	Slim	Exploring
Female	Demisexual	Metro	Low	No Formal Education	Anime, Dancing, History	293	Extreme User	0.53	Optimistic	76	2	3	351	43	0.42	6	After Midnight	Mutual Match	55	175	70.1	Gemini	Plus Size	Hookups
Non-binary	Straight	Rural	Very High	Associate’s	Cooking, Startups, Stand-up Comedy	143	Addicted	0.5	Optimistic	199	2	0	340	43	0.14	0	Evening	Instant Match	25	147	57.3	Pisces	Slim	Casual Dating
Non-binary	Straight	Small Town	Lower-Middle	Postdoc	Foodie, Anime, Languages	149	Addicted	0.49	Optimistic	105	29	3	228	7	0.34	7	Evening	Relationship Formed	44	174	73.3	Libra	Athletic	Networking
Non-binary	Demisexual	Metro	Upper-Middle	PhD	Gaming, Tattoos, Hiking	286	Extreme User	0.83	Swipe Maniac	167	23	1	12	83	0.32	14	Evening	No Action	38	170	64.4	Taurus	Average	Networking
Prefer Not to Say	Pansexual	Urban	Lower-Middle	Postdoc	Politics, Foodie, Parenting	3	Barely	0.19	Choosy	21	15	1	226	21	0.48	14	After Midnight	Catfished	54	149	42.2	Leo	Average	Serious Relationship
Transgender	Bisexual	Remote Area	Low	Postdoc	Pets, Makeup, Music	60	High	0.42	Optimistic	176	17	1	66	1	0.3	11	Early Morning	One-sided Like	20	165	55.5	Pisces	Plus Size	Hookups

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