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
Genderfluid	Gay	Small Town	Very High	Master’s	Clubbing, Yoga, Fashion	174	Addicted	0.37	Balanced	183	17	6	207	42	0.11	10	After Midnight	Mutual Match	48	169	61.4	Cancer	Muscular	Serious Relationship
Prefer Not to Say	Asexual	Rural	High	Master’s	Clubbing, Motorcycling, Anime	120	Addicted	0.5	Optimistic	81	10	3	465	59	0.15	19	After Midnight	Ghosted	38	191	102.9	Capricorn	Muscular	Serious Relationship
Non-binary	Gay	Small Town	Very High	Associate’s	Poetry, Gaming, MMA	25	Low	0.53	Optimistic	39	12	5	249	4	0.43	11	Morning	Mutual Match	41	149	48.4	Gemini	Athletic	Networking
Female	Asexual	Urban	Very High	Postdoc	Spirituality, Meditation, Board Games	144	Addicted	0.54	Optimistic	128	26	5	102	34	0.11	9	After Midnight	Mutual Match	41	158	69.9	Capricorn	Slim	Serious Relationship
Female	Pansexual	Remote Area	Low	PhD	Cars, Foodie, Fitness	40	Moderate	0.33	Balanced	86	7	0	331	37	0.1	16	Morning	Relationship Formed	35	175	85.1	Sagittarius	Muscular	Casual Dating
Transgender	Demisexual	Small Town	Low	Diploma	Astrology, Spirituality, Board Games	47	Moderate	0.67	Optimistic	48	0	4	60	97	0.2	1	After Midnight	Ghosted	56	149	65.0	Cancer	Plus Size	Exploring
Non-binary	Bisexual	Urban	High	High School	Foodie, Stand-up Comedy, Investing	281	Extreme User	0.34	Balanced	113	28	3	68	38	0.37	20	Late Night	Ghosted	53	179	69.2	Taurus	Average	Friends Only
Transgender	Lesbian	Small Town	Lower-Middle	Associate’s	Fashion, Movies, Meditation	202	Extreme User	0.73	Swipe Maniac	39	3	3	195	70	0.21	10	Evening	No Action	28	182	79.2	Aries	Slim	Casual Dating
Prefer Not to Say	Straight	Remote Area	Upper-Middle	Associate’s	Hiking, Memes, MMA	233	Extreme User	0.28	Balanced	93	26	2	296	62	0.43	3	Early Morning	Catfished	44	181	87.5	Leo	Average	Hookups
Genderfluid	Asexual	Rural	Upper-Middle	PhD	Reading, Running, Sneaker Culture	35	Moderate	0.4	Optimistic	194	26	1	472	79	0.35	22	Late Night	Relationship Formed	41	195	77.2	Libra	Curvy	Casual Dating
Female	Bisexual	Small Town	Middle	Associate’s	Photography, Meditation, Running	199	Extreme User	1.0	Swipe Maniac	167	1	3	338	83	0.3	15	Early Morning	Chat Ignored	32	194	72.6	Aries	Athletic	Hookups
Genderfluid	Lesbian	Small Town	Upper-Middle	High School	Stand-up Comedy, Politics, Social Activism	246	Extreme User	0.23	Balanced	90	15	1	498	38	0.21	18	After Midnight	Relationship Formed	37	149	58.8	Sagittarius	Athletic	Serious Relationship
Male	Bisexual	Small Town	Very Low	No Formal Education	Traveling, Crafting, Hiking	79	High	0.43	Optimistic	48	13	1	303	12	0.17	5	After Midnight	Date Happened	41	175	80.5	Virgo	Muscular	Friends Only
Male	Queer	Rural	Very High	MBA	Reading, Crafting, Music	101	High	0.32	Balanced	50	4	5	478	84	0.29	17	Morning	Mutual Match	31	197	109.8	Gemini	Plus Size	Exploring
Female	Bisexual	Suburban	Low	No Formal Education	Fitness, Traveling, Art	135	Addicted	1.0	Swipe Maniac	80	13	5	209	2	0.07	3	Early Morning	Date Happened	54	168	51.6	Cancer	Plus Size	Friends Only
Genderfluid	Straight	Rural	Upper-Middle	No Formal Education	Painting, Board Games, Cars	119	High	0.45	Optimistic	79	8	6	284	22	0.11	6	Early Morning	No Action	53	192	110.2	Taurus	Slim	Friends Only
Female	Bisexual	Urban	Lower-Middle	MBA	Tattoos, Binge-Watching, Fitness	276	Extreme User	0.78	Swipe Maniac	143	15	1	228	25	0.59	14	Afternoon	Relationship Formed	45	164	58.1	Scorpio	Plus Size	Serious Relationship
Non-binary	Gay	Metro	Lower-Middle	MBA	Painting, Tattoos, History	116	High	0.32	Balanced	99	18	6	198	8	0.35	10	Late Night	Catfished	25	200	106.4	Cancer	Average	Exploring
Prefer Not to Say	Bisexual	Urban	Low	Associate’s	Fitness, Photography, Pets	1	Barely	0.58	Optimistic	198	29	6	142	8	0.36	5	After Midnight	Instant Match	43	178	57.7	Taurus	Plus Size	Casual Dating
Female	Bisexual	Metro	Very Low	Bachelor’s	Movies, Traveling, Astrology	12	Very Low	0.31	Balanced	24	5	2	141	85	0.56	18	Morning	No Action	43	165	80.0	Gemini	Curvy	Exploring
Prefer Not to Say	Gay	Suburban	Middle	Postdoc	Running, K-pop, Cars	151	Addicted	0.32	Balanced	186	3	2	429	96	0.11	14	Evening	Relationship Formed	47	195	77.2	Virgo	Curvy	Exploring
Transgender	Straight	Suburban	Very Low	PhD	Cars, Languages, Board Games	11	Very Low	0.59	Optimistic	46	11	6	347	18	0.48	21	Early Morning	Blocked	48	187	79.7	Sagittarius	Average	Exploring
Genderfluid	Bisexual	Rural	Middle	PhD	Movies, Makeup, Investing	295	Extreme User	0.88	Swipe Maniac	36	18	6	90	54	0.16	22	Late Night	One-sided Like	29	149	56.2	Sagittarius	Athletic	Friends Only
Genderfluid	Bisexual	Suburban	Lower-Middle	No Formal Education	Astrology, Motorcycling, Reading	27	Low	0.65	Optimistic	152	12	5	438	55	0.26	21	Late Night	Catfished	18	159	62.9	Taurus	Athletic	Exploring
Non-binary	Bisexual	Rural	High	Postdoc	Memes, Podcasts, Motorcycling	83	High	0.29	Balanced	158	24	5	407	53	0.3	10	Afternoon	No Action	50	163	58.2	Capricorn	Athletic	Exploring
Female	Queer	Remote Area	Upper-Middle	Postdoc	DIY, Photography, Startups	241	Extreme User	0.28	Balanced	98	4	6	85	28	0.32	0	Late Night	One-sided Like	33	164	80.4	Virgo	Average	Casual Dating
Transgender	Straight	Metro	Lower-Middle	Associate’s	Cars, Cooking, MMA	109	High	0.42	Optimistic	32	11	2	126	40	0.34	14	Afternoon	Ghosted	26	162	53.8	Gemini	Average	Friends Only
Non-binary	Lesbian	Metro	Very Low	Postdoc	Binge-Watching, Makeup, Movies	170	Addicted	0.6	Optimistic	174	13	5	115	19	0.64	1	Evening	Blocked	36	173	85.6	Pisces	Average	Exploring
Genderfluid	Queer	Urban	High	Associate’s	MMA, Pets, Music	207	Extreme User	0.5	Optimistic	14	4	0	438	59	0.1	9	Early Morning	Blocked	18	170	61.6	Leo	Muscular	Hookups
Non-binary	Bisexual	Suburban	Upper-Middle	Associate’s	Motorcycling, Parenting, Sneaker Culture	264	Extreme User	0.57	Optimistic	126	6	5	222	71	0.27	14	Afternoon	Relationship Formed	36	175	84.2	Libra	Muscular	Friends Only
Transgender	Demisexual	Remote Area	High	Associate’s	Makeup, Photography, Clubbing	34	Moderate	0.38	Balanced	4	1	2	49	14	0.22	17	Morning	Instant Match	49	190	75.4	Virgo	Plus Size	Networking
Transgender	Pansexual	Urban	Middle	PhD	Painting, Investing, Dancing	27	Low	0.32	Balanced	106	15	3	184	74	0.22	17	Evening	Instant Match	36	145	50.2	Gemini	Curvy	Casual Dating
Transgender	Bisexual	Rural	Low	PhD	Stand-up Comedy, Meditation, Art	219	Extreme User	0.48	Optimistic	6	5	3	285	7	0.28	21	Early Morning	Mutual Match	30	170	84.7	Cancer	Slim	Serious Relationship
Female	Straight	Suburban	Upper-Middle	Associate’s	Tattoos, Social Activism, Cooking	109	High	0.51	Optimistic	112	6	5	347	89	0.23	17	Morning	No Action	24	183	72.3	Leo	Muscular	Networking
Transgender	Demisexual	Remote Area	Low	No Formal Education	Movies, DIY, Pets	256	Extreme User	0.47	Optimistic	176	30	0	146	19	0.73	16	Afternoon	Mutual Match	35	151	49.3	Gemini	Plus Size	Serious Relationship
Prefer Not to Say	Pansexual	Remote Area	Middle	PhD	Spirituality, Skating, Makeup	192	Extreme User	0.33	Balanced	159	8	4	317	39	0.18	13	After Midnight	Relationship Formed	25	199	110.9	Taurus	Muscular	Casual Dating
Female	Queer	Small Town	Low	Diploma	Dancing, Meditation, Writing	124	Addicted	0.7	Swipe Maniac	84	15	5	277	21	0.34	3	Evening	Instant Match	51	163	49.9	Sagittarius	Slim	Exploring
Male	Gay	Rural	Middle	Bachelor’s	Hiking, Writing, Tech	21	Low	0.76	Swipe Maniac	125	10	5	436	94	0.5	8	Evening	Relationship Formed	31	193	103.2	Sagittarius	Plus Size	Friends Only
Genderfluid	Lesbian	Metro	Lower-Middle	PhD	Investing, Memes, Parenting	33	Moderate	0.31	Balanced	63	26	3	440	78	0.41	22	Morning	Catfished	34	161	66.9	Aries	Slim	Serious Relationship
Prefer Not to Say	Lesbian	Metro	Very High	Master’s	Astrology, Crafting, Tech	35	Moderate	0.4	Optimistic	156	0	2	456	9	0.13	17	Afternoon	Blocked	22	174	73.9	Sagittarius	Plus Size	Networking
Male	Queer	Remote Area	Low	MBA	Clubbing, Startups, Meditation	106	High	0.61	Optimistic	134	19	4	70	32	0.07	2	Late Night	Date Happened	46	187	73.1	Aries	Slim	Friends Only
Male	Demisexual	Remote Area	High	High School	Pets, History, Stand-up Comedy	225	Extreme User	0.31	Balanced	52	29	6	336	14	0.31	9	Evening	One-sided Like	26	178	71.0	Scorpio	Muscular	Hookups
Genderfluid	Gay	Metro	Lower-Middle	PhD	Cars, Meditation, Foodie	145	Addicted	0.0	Choosy	52	28	5	448	92	0.25	13	Early Morning	No Action	38	184	85.0	Cancer	Muscular	Hookups
Male	Queer	Metro	High	High School	Politics, Reading, Binge-Watching	213	Extreme User	0.47	Optimistic	78	8	0	52	20	0.21	16	Late Night	Chat Ignored	29	180	77.1	Cancer	Curvy	Casual Dating
Prefer Not to Say	Straight	Suburban	Lower-Middle	Postdoc	Astrology, Yoga, Sneaker Culture	169	Addicted	0.9	Swipe Maniac	127	26	6	461	52	0.24	0	Late Night	Date Happened	45	200	96.0	Libra	Plus Size	Exploring
Transgender	Queer	Urban	Very High	Associate’s	Writing, Crafting, Parenting	253	Extreme User	0.58	Optimistic	101	9	5	246	34	0.16	2	Morning	Instant Match	39	194	98.6	Gemini	Muscular	Friends Only
Transgender	Bisexual	Metro	Upper-Middle	MBA	Yoga, Podcasts, Parenting	138	Addicted	0.45	Optimistic	43	7	5	282	85	0.47	10	After Midnight	Relationship Formed	24	188	105.3	Virgo	Plus Size	Friends Only
Prefer Not to Say	Lesbian	Urban	Middle	No Formal Education	Binge-Watching, Hiking, Board Games	144	Addicted	0.69	Optimistic	197	15	6	461	18	0.55	9	Morning	Chat Ignored	20	182	91.4	Aquarius	Athletic	Friends Only
Non-binary	Bisexual	Suburban	Upper-Middle	Diploma	Gardening, Stand-up Comedy, Makeup	204	Extreme User	0.32	Balanced	142	5	0	125	56	0.35	3	Evening	Chat Ignored	41	149	62.4	Virgo	Curvy	Serious Relationship
Non-binary	Queer	Urban	Low	No Formal Education	Meditation, Gaming, Startups	234	Extreme User	0.21	Balanced	126	20	6	255	17	0.3	1	Evening	Chat Ignored	49	149	46.6	Aries	Muscular	Networking
Female	Straight	Small Town	Upper-Middle	PhD	Cars, MMA, Motorcycling	141	Addicted	0.76	Swipe Maniac	87	13	1	323	36	0.23	14	Late Night	Instant Match	22	158	66.2	Taurus	Athletic	Friends Only
Genderfluid	Straight	Rural	Lower-Middle	Master’s	Politics, Tech, Anime	145	Addicted	0.31	Balanced	3	1	6	211	68	0.57	7	After Midnight	Instant Match	31	162	49.1	Sagittarius	Slim	Friends Only
Male	Asexual	Suburban	Low	MBA	Dancing, K-pop, Running	74	High	0.21	Balanced	172	27	1	35	73	0.57	1	Morning	No Action	25	183	80.4	Pisces	Slim	Exploring
Female	Gay	Metro	Very Low	MBA	Yoga, Art, Sneaker Culture	272	Extreme User	0.54	Optimistic	149	16	1	481	45	0.16	17	Afternoon	Chat Ignored	49	148	59.8	Aquarius	Curvy	Networking
Transgender	Lesbian	Metro	Lower-Middle	PhD	Pets, DIY, Foodie	296	Extreme User	0.5	Optimistic	101	25	4	224	49	0.14	16	After Midnight	Chat Ignored	29	153	65.5	Virgo	Muscular	Serious Relationship
Transgender	Asexual	Urban	Middle	No Formal Education	Motorcycling, Running, History	176	Addicted	0.64	Optimistic	37	5	1	396	63	0.41	20	After Midnight	Instant Match	51	180	79.7	Capricorn	Plus Size	Serious Relationship
Non-binary	Demisexual	Suburban	Upper-Middle	PhD	Movies, Investing, K-pop	131	Addicted	0.31	Balanced	198	6	3	403	2	0.12	14	After Midnight	Catfished	27	149	50.4	Virgo	Plus Size	Serious Relationship
Genderfluid	Gay	Suburban	Upper-Middle	Associate’s	Spirituality, MMA, Fashion	109	High	0.56	Optimistic	58	22	5	188	88	0.39	16	Late Night	Catfished	57	146	57.1	Capricorn	Slim	Hookups
Female	Lesbian	Urban	Upper-Middle	PhD	Coding, Painting, Fashion	91	High	1.0	Swipe Maniac	14	14	4	442	100	0.3	12	Early Morning	Ghosted	34	170	64.4	Aries	Plus Size	Casual Dating
Genderfluid	Asexual	Suburban	Upper-Middle	Master’s	Startups, Running, Sneaker Culture	230	Extreme User	0.32	Balanced	129	14	5	369	11	0.19	0	Late Night	Mutual Match	49	200	72.4	Gemini	Muscular	Friends Only
Genderfluid	Gay	Remote Area	Very Low	Associate’s	Memes, Politics, Painting	105	High	0.48	Optimistic	48	19	2	75	16	0.33	19	Late Night	Chat Ignored	43	160	73.0	Pisces	Athletic	Friends Only
Prefer Not to Say	Queer	Suburban	Low	Associate’s	Parenting, Pets, Binge-Watching	89	High	0.48	Optimistic	192	27	4	238	69	0.47	3	Early Morning	Catfished	28	190	66.1	Virgo	Slim	Casual Dating
Female	Pansexual	Metro	Lower-Middle	Postdoc	Movies, Cars, Music	48	Moderate	0.61	Optimistic	165	9	4	98	21	0.81	16	Morning	Instant Match	48	150	67.5	Cancer	Plus Size	Casual Dating
Genderfluid	Queer	Small Town	Lower-Middle	No Formal Education	Astrology, Gaming, Motorcycling	64	High	0.53	Optimistic	113	30	3	245	44	0.34	22	Early Morning	Date Happened	51	166	56.8	Virgo	Muscular	Hookups
Female	Demisexual	Urban	High	No Formal Education	Stand-up Comedy, Binge-Watching, Tech	114	High	0.6	Optimistic	179	8	5	127	8	0.24	18	After Midnight	One-sided Like	41	149	42.2	Pisces	Plus Size	Serious Relationship
Female	Lesbian	Urban	Middle	MBA	Binge-Watching, Tech, Makeup	246	Extreme User	0.38	Balanced	14	4	0	76	87	0.46	18	Early Morning	Mutual Match	35	168	81.8	Virgo	Slim	Friends Only
Transgender	Straight	Urban	Very High	MBA	Fashion, Languages, Meditation	15	Low	0.76	Swipe Maniac	112	15	2	168	88	0.69	20	Early Morning	No Action	24	148	55.9	Taurus	Muscular	Casual Dating
Male	Lesbian	Suburban	Very Low	Master’s	Binge-Watching, Sneaker Culture, Astrology	119	High	0.22	Balanced	56	17	5	137	43	0.06	3	After Midnight	Ghosted	20	148	48.0	Taurus	Average	Hookups
Genderfluid	Bisexual	Metro	High	High School	Fashion, Traveling, Politics	125	Addicted	0.61	Optimistic	35	15	2	4	47	0.03	17	After Midnight	Date Happened	38	178	87.4	Aries	Curvy	Exploring
Transgender	Queer	Rural	Very Low	Associate’s	Sneaker Culture, Stand-up Comedy, History	69	High	0.54	Optimistic	7	4	0	217	65	0.21	16	Evening	Relationship Formed	21	175	91.3	Aquarius	Curvy	Hookups
Male	Gay	Suburban	High	PhD	MMA, Gaming, History	72	High	0.7	Swipe Maniac	61	25	6	273	86	0.53	11	Early Morning	Relationship Formed	29	180	77.8	Libra	Curvy	Casual Dating
Non-binary	Demisexual	Remote Area	Very Low	Associate’s	Anime, Spirituality, Music	118	High	0.73	Swipe Maniac	70	6	1	83	82	0.47	23	Afternoon	Instant Match	20	147	46.9	Aries	Curvy	Casual Dating
Non-binary	Bisexual	Small Town	High	No Formal Education	Photography, Reading, Tech	215	Extreme User	0.53	Optimistic	35	13	0	159	61	0.22	16	Late Night	One-sided Like	50	157	44.6	Sagittarius	Plus Size	Serious Relationship
Transgender	Pansexual	Rural	Very Low	Bachelor’s	Poetry, Gardening, Movies	107	High	0.28	Balanced	181	12	1	278	23	0.1	19	Morning	One-sided Like	43	157	56.7	Sagittarius	Slim	Exploring
Non-binary	Straight	Metro	Lower-Middle	Bachelor’s	Poetry, Music, Stand-up Comedy	47	Moderate	0.31	Balanced	176	27	1	345	32	0.09	15	After Midnight	Instant Match	43	167	72.0	Sagittarius	Athletic	Serious Relationship
Transgender	Asexual	Metro	Middle	Bachelor’s	Social Activism, Photography, Languages	107	High	0.34	Balanced	102	12	1	88	22	0.17	4	Evening	Chat Ignored	56	186	89.9	Pisces	Average	Hookups
Non-binary	Gay	Suburban	Upper-Middle	MBA	Binge-Watching, Painting, Motorcycling	266	Extreme User	0.14	Choosy	90	22	5	105	1	0.26	14	Evening	Relationship Formed	39	174	59.6	Cancer	Athletic	Hookups
Non-binary	Bisexual	Urban	Very Low	PhD	Hiking, Clubbing, Board Games	153	Addicted	0.09	Choosy	135	27	2	8	84	0.17	8	Evening	Date Happened	55	179	93.2	Libra	Curvy	Casual Dating
Female	Queer	Urban	Low	Diploma	Running, Binge-Watching, Music	47	Moderate	0.6	Optimistic	175	26	0	119	49	0.09	20	After Midnight	Blocked	41	146	40.5	Libra	Curvy	Exploring
Genderfluid	Queer	Urban	Very High	Master’s	Crafting, Motorcycling, Startups	62	High	0.82	Swipe Maniac	95	9	3	52	4	0.17	20	Late Night	Blocked	30	165	60.2	Cancer	Slim	Hookups
Male	Bisexual	Remote Area	Low	Diploma	Painting, Fashion, Photography	258	Extreme User	0.4	Optimistic	176	16	2	126	88	0.15	11	Evening	Ghosted	25	187	75.9	Sagittarius	Slim	Hookups
Genderfluid	Lesbian	Rural	Lower-Middle	PhD	Dancing, Gardening, Fitness	201	Extreme User	0.58	Optimistic	137	18	0	452	45	0.26	20	Morning	No Action	55	185	96.9	Libra	Slim	Networking
Genderfluid	Lesbian	Rural	Lower-Middle	PhD	Music, K-pop, Cooking	87	High	0.39	Balanced	178	20	6	207	87	0.24	2	Evening	Catfished	32	175	88.2	Cancer	Plus Size	Hookups
Non-binary	Gay	Suburban	Lower-Middle	No Formal Education	Astrology, History, Makeup	274	Extreme User	0.73	Swipe Maniac	167	13	0	178	11	0.08	5	Morning	Mutual Match	50	153	66.7	Capricorn	Average	Serious Relationship
Non-binary	Bisexual	Rural	Very High	PhD	Spirituality, Foodie, Crafting	133	Addicted	0.32	Balanced	147	9	6	369	39	0.22	1	After Midnight	No Action	36	199	85.9	Aries	Muscular	Serious Relationship
Genderfluid	Straight	Metro	Low	MBA	Investing, Binge-Watching, Tech	15	Low	0.97	Swipe Maniac	49	29	6	135	44	0.26	23	Morning	Instant Match	59	152	52.4	Pisces	Athletic	Friends Only
Non-binary	Straight	Small Town	Low	Postdoc	Motorcycling, Spirituality, Photography	160	Addicted	0.45	Optimistic	78	21	5	226	97	0.1	18	Early Morning	One-sided Like	47	151	62.5	Sagittarius	Muscular	Serious Relationship
Genderfluid	Bisexual	Urban	Very Low	Master’s	Music, Stand-up Comedy, Hiking	69	High	0.81	Swipe Maniac	120	14	2	391	50	0.18	11	After Midnight	Mutual Match	30	145	53.4	Capricorn	Plus Size	Friends Only
Male	Bisexual	Suburban	Upper-Middle	PhD	Poetry, Dancing, Traveling	186	Extreme User	0.18	Choosy	55	21	6	125	82	0.23	6	Evening	Relationship Formed	58	151	44.0	Capricorn	Slim	Exploring
Genderfluid	Straight	Small Town	Very Low	Bachelor’s	Dancing, Social Activism, Politics	58	Moderate	0.45	Optimistic	24	15	1	8	39	0.43	12	Morning	One-sided Like	24	155	66.1	Capricorn	Plus Size	Friends Only
Prefer Not to Say	Demisexual	Rural	Middle	Bachelor’s	Board Games, Crafting, Stand-up Comedy	181	Extreme User	0.47	Optimistic	14	12	5	164	70	0.43	4	Late Night	No Action	49	154	51.7	Aries	Average	Casual Dating
Prefer Not to Say	Lesbian	Metro	High	PhD	Coding, Makeup, Hiking	295	Extreme User	0.7	Swipe Maniac	94	15	1	230	61	0.28	20	After Midnight	No Action	56	158	60.9	Gemini	Average	Casual Dating
Male	Bisexual	Suburban	Lower-Middle	No Formal Education	Reading, Stand-up Comedy, Skating	291	Extreme User	0.36	Balanced	58	27	0	108	13	0.26	4	Morning	Relationship Formed	48	197	92.0	Leo	Curvy	Networking
Female	Bisexual	Small Town	Lower-Middle	High School	Tattoos, Running, Tech	106	High	0.65	Optimistic	49	15	6	146	0	0.13	12	Morning	Chat Ignored	34	183	74.0	Aquarius	Average	Casual Dating
Prefer Not to Say	Gay	Small Town	Middle	PhD	Clubbing, Parenting, Movies	73	High	0.59	Optimistic	92	28	3	462	69	0.23	5	Evening	Chat Ignored	35	180	68.0	Gemini	Muscular	Serious Relationship
Transgender	Straight	Rural	Very Low	Master’s	Podcasts, Meditation, History	258	Extreme User	0.65	Optimistic	139	21	4	152	65	0.43	16	Morning	Blocked	55	162	47.8	Capricorn	Average	Serious Relationship
Non-binary	Pansexual	Urban	Very Low	Diploma	Social Activism, Crafting, Investing	298	Extreme User	0.42	Optimistic	32	5	5	488	6	0.19	5	Early Morning	Date Happened	50	188	66.1	Scorpio	Muscular	Friends Only
Transgender	Lesbian	Metro	Very High	PhD	Dancing, Tattoos, Gaming	66	High	0.51	Optimistic	64	6	6	481	10	0.22	5	Afternoon	Blocked	46	162	77.4	Pisces	Average	Casual Dating
Non-binary	Demisexual	Small Town	Upper-Middle	Bachelor’s	Astrology, Motorcycling, Gaming	294	Extreme User	0.36	Balanced	10	1	5	255	76	0.29	14	Afternoon	Date Happened	59	173	68.5	Aries	Athletic	Serious Relationship
Genderfluid	Straight	Rural	Upper-Middle	No Formal Education	Movies, Painting, Pets	148	Addicted	0.15	Choosy	141	17	3	467	47	0.3	12	Afternoon	Blocked	22	145	55.9	Libra	Curvy	Networking

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