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	Bisexual	Urban	Middle	Diploma	Gaming, Photography, Spirituality	114	High	0.85	Swipe Maniac	136	3	5	459	93	0.1	3	Early Morning	Ghosted	59	162	67.4	Capricorn	Plus Size	Serious Relationship
Transgender	Gay	Metro	Upper-Middle	High School	Skating, Traveling, Music	250	Extreme User	0.62	Optimistic	104	12	5	215	84	0.12	9	Early Morning	Blocked	52	162	54.3	Sagittarius	Muscular	Exploring
Male	Queer	Small Town	Upper-Middle	High School	Gardening, MMA, Makeup	191	Extreme User	0.39	Balanced	139	9	4	108	25	0.36	2	Early Morning	Mutual Match	35	181	64.2	Aries	Curvy	Serious Relationship
Transgender	Bisexual	Metro	Middle	MBA	Memes, Photography, Movies	30	Moderate	0.92	Swipe Maniac	74	17	0	294	0	0.14	15	Afternoon	Chat Ignored	39	187	82.9	Taurus	Plus Size	Networking
Transgender	Demisexual	Metro	Very High	Diploma	Memes, Running, Dancing	31	Moderate	0.74	Swipe Maniac	111	30	6	305	58	0.17	9	Afternoon	Relationship Formed	49	187	64.3	Virgo	Curvy	Hookups
Genderfluid	Bisexual	Small Town	Low	Diploma	Reading, Anime, Traveling	159	Addicted	0.45	Optimistic	20	14	6	354	72	0.6	8	After Midnight	Mutual Match	32	179	76.9	Virgo	Athletic	Serious Relationship
Non-binary	Demisexual	Small Town	High	High School	Foodie, Social Activism, Traveling	278	Extreme User	0.69	Optimistic	73	12	3	134	37	0.05	1	Late Night	Chat Ignored	43	161	65.3	Taurus	Curvy	Friends Only
Non-binary	Gay	Suburban	Very High	Associate’s	Cars, Pets, Anime	119	High	0.34	Balanced	118	6	6	180	46	0.55	16	After Midnight	No Action	24	199	74.4	Pisces	Curvy	Casual Dating
Genderfluid	Gay	Metro	Lower-Middle	No Formal Education	Tattoos, Startups, Cars	217	Extreme User	0.8	Swipe Maniac	133	20	1	98	17	0.09	13	Early Morning	Instant Match	53	188	95.8	Libra	Curvy	Networking
Prefer Not to Say	Straight	Rural	Low	High School	Binge-Watching, Photography, Crafting	65	High	0.07	Choosy	122	15	1	73	38	0.13	22	Morning	Catfished	30	183	97.8	Capricorn	Plus Size	Casual Dating
Transgender	Demisexual	Suburban	Very High	Associate’s	Pets, Gardening, Fashion	156	Addicted	0.55	Optimistic	112	23	4	399	7	0.1	15	Early Morning	Blocked	51	159	67.2	Capricorn	Plus Size	Networking
Genderfluid	Gay	Rural	Very Low	Associate’s	Sneaker Culture, DIY, Skating	234	Extreme User	0.07	Choosy	41	14	0	219	100	0.54	17	Evening	Blocked	25	167	82.6	Sagittarius	Slim	Serious Relationship
Transgender	Gay	Urban	Very High	Bachelor’s	Tattoos, Cooking, Music	225	Extreme User	0.54	Optimistic	33	29	0	75	61	0.37	20	Afternoon	Mutual Match	51	184	72.1	Gemini	Average	Friends Only
Transgender	Lesbian	Urban	Upper-Middle	High School	Writing, Board Games, Cars	283	Extreme User	0.45	Optimistic	106	18	1	270	86	0.57	9	Early Morning	Chat Ignored	30	182	66.2	Scorpio	Athletic	Hookups
Genderfluid	Pansexual	Remote Area	High	Master’s	Traveling, DIY, MMA	17	Low	0.99	Swipe Maniac	60	16	2	285	7	0.48	20	Early Morning	Relationship Formed	26	192	81.8	Libra	Curvy	Serious Relationship
Genderfluid	Demisexual	Metro	High	Bachelor’s	Pets, Music, Crafting	203	Extreme User	0.38	Balanced	199	27	2	460	96	0.24	9	Evening	Catfished	37	148	41.2	Virgo	Average	Casual Dating
Non-binary	Queer	Rural	Very Low	PhD	Spirituality, Cars, Art	204	Extreme User	0.59	Optimistic	104	3	2	162	6	0.27	12	After Midnight	Relationship Formed	34	162	54.8	Libra	Athletic	Serious Relationship
Prefer Not to Say	Bisexual	Urban	Low	High School	Photography, Music, Foodie	187	Extreme User	0.57	Optimistic	46	18	0	169	19	0.24	3	Late Night	Relationship Formed	49	155	56.9	Scorpio	Average	Serious Relationship
Female	Demisexual	Metro	Lower-Middle	Bachelor’s	History, Traveling, Poetry	87	High	0.31	Balanced	71	5	3	339	59	0.44	2	After Midnight	Date Happened	48	163	65.6	Leo	Athletic	Networking
Prefer Not to Say	Bisexual	Remote Area	Very Low	High School	Foodie, Investing, Social Activism	286	Extreme User	0.64	Optimistic	116	21	0	222	74	0.06	12	After Midnight	Date Happened	47	197	97.8	Scorpio	Muscular	Networking
Genderfluid	Gay	Small Town	Lower-Middle	MBA	Photography, Coding, History	101	High	0.41	Optimistic	59	11	1	404	60	0.56	9	Early Morning	Date Happened	48	170	74.3	Gemini	Slim	Networking
Non-binary	Straight	Remote Area	High	MBA	Skating, Politics, Painting	171	Addicted	0.46	Optimistic	154	15	3	106	18	0.03	9	After Midnight	Date Happened	18	184	74.5	Pisces	Muscular	Exploring
Male	Gay	Suburban	Very High	Bachelor’s	Astrology, Art, Makeup	50	Moderate	0.59	Optimistic	194	30	6	96	32	0.06	5	After Midnight	No Action	20	150	43.2	Cancer	Curvy	Casual Dating
Transgender	Queer	Small Town	High	Postdoc	Investing, Writing, Social Activism	297	Extreme User	0.34	Balanced	90	4	3	54	72	0.05	5	Late Night	Blocked	56	169	56.6	Taurus	Plus Size	Friends Only
Non-binary	Gay	Small Town	Upper-Middle	Postdoc	Running, Reading, Binge-Watching	146	Addicted	0.31	Balanced	143	12	4	254	22	0.46	14	Late Night	Date Happened	42	188	74.2	Sagittarius	Athletic	Hookups
Non-binary	Bisexual	Metro	Low	MBA	Hiking, History, Anime	104	High	0.26	Balanced	112	29	4	43	74	0.36	17	Morning	No Action	36	154	48.4	Leo	Slim	Exploring
Transgender	Straight	Metro	High	Master’s	Movies, Memes, Pets	204	Extreme User	0.53	Optimistic	31	25	2	477	73	0.28	5	Late Night	No Action	35	174	69.0	Libra	Muscular	Casual Dating
Transgender	Pansexual	Remote Area	Upper-Middle	High School	Social Activism, Languages, Meditation	139	Addicted	0.42	Optimistic	102	6	4	103	79	0.43	8	Evening	No Action	59	151	61.6	Taurus	Slim	Exploring
Non-binary	Asexual	Remote Area	Lower-Middle	MBA	Cars, Hiking, Politics	87	High	0.23	Balanced	156	16	6	38	55	0.05	16	Afternoon	Catfished	42	158	57.2	Libra	Curvy	Serious Relationship
Non-binary	Pansexual	Rural	Lower-Middle	Associate’s	Poetry, Traveling, Board Games	219	Extreme User	0.16	Choosy	194	3	1	280	3	0.54	8	Morning	Relationship Formed	34	150	56.0	Taurus	Athletic	Exploring
Female	Pansexual	Remote Area	Very High	Bachelor’s	Tech, Gaming, Stand-up Comedy	223	Extreme User	0.65	Optimistic	183	25	0	489	69	0.2	19	After Midnight	No Action	46	165	54.2	Aquarius	Slim	Exploring
Male	Straight	Small Town	Upper-Middle	No Formal Education	Dancing, Parenting, Coding	141	Addicted	0.37	Balanced	129	30	5	378	35	0.5	19	Afternoon	Relationship Formed	40	196	82.2	Scorpio	Muscular	Friends Only
Female	Pansexual	Rural	Very High	Associate’s	Sneaker Culture, Stand-up Comedy, Motorcycling	198	Extreme User	0.25	Balanced	159	7	6	139	87	0.16	16	Morning	Ghosted	24	158	72.6	Libra	Muscular	Networking
Prefer Not to Say	Asexual	Metro	Lower-Middle	Associate’s	Investing, Pets, Memes	228	Extreme User	0.18	Choosy	177	20	3	436	89	0.3	5	Late Night	Blocked	44	181	60.0	Leo	Muscular	Casual Dating
Female	Lesbian	Metro	Low	High School	Cars, Makeup, Foodie	33	Moderate	0.28	Balanced	89	9	1	200	27	0.16	4	Evening	Blocked	51	175	71.0	Cancer	Slim	Friends Only
Female	Asexual	Remote Area	Very Low	High School	Reading, Gardening, Binge-Watching	179	Addicted	0.53	Optimistic	32	12	0	409	2	0.21	23	Evening	Instant Match	56	193	104.7	Aquarius	Muscular	Friends Only
Genderfluid	Bisexual	Urban	Very Low	Diploma	Board Games, Photography, Cars	152	Addicted	0.18	Choosy	148	15	1	471	4	0.19	13	After Midnight	Date Happened	30	200	100.0	Gemini	Plus Size	Exploring
Genderfluid	Straight	Small Town	Lower-Middle	Bachelor’s	Meditation, Poetry, Startups	79	High	0.44	Optimistic	138	24	2	116	14	0.25	1	After Midnight	No Action	28	160	70.7	Sagittarius	Muscular	Casual Dating
Transgender	Queer	Remote Area	Middle	Master’s	Traveling, Hiking, DIY	281	Extreme User	0.62	Optimistic	28	22	4	119	87	0.27	4	After Midnight	Blocked	58	185	102.3	Sagittarius	Slim	Friends Only
Male	Asexual	Remote Area	High	No Formal Education	Cars, Fashion, Yoga	20	Low	0.21	Balanced	85	16	3	267	62	0.05	11	Evening	Instant Match	54	182	83.5	Aries	Athletic	Friends Only
Genderfluid	Lesbian	Suburban	Low	Bachelor’s	Cars, Poetry, Sneaker Culture	191	Extreme User	0.6	Optimistic	157	24	4	68	34	0.33	7	Early Morning	Ghosted	43	181	69.5	Virgo	Average	Serious Relationship
Prefer Not to Say	Straight	Metro	Very Low	High School	Coding, Painting, Binge-Watching	42	Moderate	0.31	Balanced	200	6	2	260	2	0.34	3	Afternoon	One-sided Like	35	149	44.0	Leo	Athletic	Serious Relationship
Non-binary	Asexual	Suburban	Low	Diploma	Anime, Stand-up Comedy, Clubbing	18	Low	0.61	Optimistic	1	1	1	40	80	0.27	13	Late Night	One-sided Like	49	194	86.6	Aquarius	Average	Casual Dating
Transgender	Bisexual	Rural	High	MBA	Clubbing, Poetry, Coding	1	Barely	0.31	Balanced	97	3	4	218	73	0.04	14	After Midnight	Mutual Match	26	189	101.1	Aquarius	Slim	Networking
Non-binary	Gay	Metro	Very High	High School	Sneaker Culture, Spirituality, DIY	143	Addicted	0.3	Balanced	156	27	3	74	8	0.35	19	Evening	Relationship Formed	51	157	51.3	Capricorn	Muscular	Hookups
Prefer Not to Say	Straight	Small Town	Very High	Associate’s	Photography, Cooking, Reading	156	Addicted	0.27	Balanced	36	23	0	158	18	0.31	16	Morning	Chat Ignored	25	198	93.7	Aquarius	Athletic	Casual Dating
Non-binary	Lesbian	Suburban	Very Low	High School	DIY, Music, Pets	246	Extreme User	0.39	Balanced	47	0	0	31	34	0.69	9	After Midnight	Chat Ignored	33	198	70.6	Taurus	Athletic	Networking
Male	Queer	Remote Area	Upper-Middle	Bachelor’s	Pets, DIY, Fashion	221	Extreme User	0.7	Swipe Maniac	26	18	0	116	35	0.42	18	After Midnight	Mutual Match	22	172	83.1	Libra	Plus Size	Hookups
Genderfluid	Gay	Remote Area	Very Low	Associate’s	Sneaker Culture, Meditation, Music	21	Low	0.54	Optimistic	36	24	1	415	84	0.21	7	After Midnight	Ghosted	24	165	66.2	Sagittarius	Slim	Casual Dating
Genderfluid	Pansexual	Remote Area	Middle	Bachelor’s	Dancing, Movies, Investing	96	High	0.71	Swipe Maniac	195	2	2	32	86	0.16	1	Late Night	One-sided Like	52	155	69.9	Aquarius	Curvy	Friends Only
Male	Demisexual	Urban	Middle	No Formal Education	Reading, Podcasts, Makeup	265	Extreme User	0.12	Choosy	131	1	4	402	6	0.18	7	Morning	Date Happened	33	154	65.0	Sagittarius	Curvy	Serious Relationship
Non-binary	Straight	Rural	Middle	High School	Politics, Pets, Fashion	29	Low	0.61	Optimistic	173	5	0	37	90	0.83	8	Afternoon	No Action	35	171	69.6	Capricorn	Plus Size	Exploring
Male	Gay	Rural	Upper-Middle	High School	Traveling, Parenting, Poetry	225	Extreme User	0.4	Optimistic	93	12	5	309	76	0.33	2	Morning	Mutual Match	30	196	69.1	Capricorn	Athletic	Networking
Genderfluid	Queer	Metro	Low	MBA	Spirituality, Stand-up Comedy, Photography	61	High	0.37	Balanced	133	9	0	485	63	0.53	12	Late Night	Ghosted	52	191	90.5	Gemini	Slim	Friends Only
Male	Bisexual	Remote Area	Middle	Bachelor’s	DIY, Fitness, Politics	266	Extreme User	0.01	Choosy	152	6	1	46	66	0.29	8	Early Morning	Chat Ignored	38	198	109.0	Aquarius	Curvy	Exploring
Transgender	Queer	Remote Area	Lower-Middle	High School	Reading, Movies, Photography	126	Addicted	0.53	Optimistic	176	25	4	18	78	0.07	6	Late Night	No Action	26	175	65.8	Aries	Average	Networking
Female	Straight	Rural	High	High School	Languages, Podcasts, Dancing	108	High	0.72	Swipe Maniac	18	6	0	170	98	0.42	17	Evening	Mutual Match	29	176	82.1	Aries	Curvy	Networking
Prefer Not to Say	Asexual	Rural	High	Associate’s	Languages, Astrology, Social Activism	37	Moderate	0.57	Optimistic	198	10	0	124	4	0.38	20	Evening	Date Happened	59	176	81.2	Leo	Muscular	Casual Dating
Genderfluid	Queer	Suburban	Very Low	MBA	Startups, Art, Crafting	60	High	0.64	Optimistic	73	23	0	458	1	0.57	13	Evening	Mutual Match	30	167	53.8	Leo	Muscular	Exploring
Male	Asexual	Rural	Upper-Middle	No Formal Education	Art, Anime, Gardening	29	Low	0.3	Balanced	136	22	5	390	45	0.29	8	Late Night	One-sided Like	44	174	63.3	Sagittarius	Athletic	Networking
Prefer Not to Say	Queer	Rural	Very High	Associate’s	Gaming, Yoga, Memes	213	Extreme User	0.55	Optimistic	113	16	6	45	13	0.23	2	Evening	Relationship Formed	53	169	56.3	Sagittarius	Slim	Exploring
Genderfluid	Straight	Remote Area	Very Low	No Formal Education	Politics, Skating, Stand-up Comedy	69	High	0.59	Optimistic	17	7	1	463	80	0.09	21	Early Morning	Mutual Match	37	178	67.8	Libra	Muscular	Networking
Genderfluid	Straight	Rural	Low	Diploma	Meditation, Foodie, Running	284	Extreme User	0.33	Balanced	18	10	3	325	38	0.4	23	Early Morning	Ghosted	27	171	83.6	Taurus	Curvy	Casual Dating
Female	Straight	Metro	Very High	Postdoc	Astrology, Foodie, Reading	15	Low	0.52	Optimistic	182	2	4	226	78	0.41	21	Afternoon	Date Happened	25	157	65.3	Gemini	Muscular	Hookups
Prefer Not to Say	Straight	Rural	Upper-Middle	High School	Running, Investing, Poetry	166	Addicted	0.13	Choosy	167	17	3	49	60	0.67	22	Morning	Instant Match	29	145	42.7	Aries	Muscular	Friends Only
Prefer Not to Say	Asexual	Metro	Middle	MBA	Gaming, Gardening, Stand-up Comedy	30	Moderate	0.57	Optimistic	147	1	6	376	38	0.21	1	After Midnight	One-sided Like	40	156	58.6	Cancer	Plus Size	Friends Only
Prefer Not to Say	Demisexual	Metro	Very High	Bachelor’s	Art, Memes, Coding	169	Addicted	0.55	Optimistic	144	21	1	281	90	0.58	18	Early Morning	Catfished	37	191	73.0	Libra	Average	Exploring
Genderfluid	Bisexual	Remote Area	Lower-Middle	Diploma	DIY, Astrology, Movies	162	Addicted	0.82	Swipe Maniac	63	25	6	36	52	0.34	18	Evening	Chat Ignored	30	157	63.8	Gemini	Muscular	Serious Relationship
Male	Gay	Small Town	Upper-Middle	Associate’s	Podcasts, Cooking, Sneaker Culture	284	Extreme User	0.35	Balanced	23	19	6	177	86	0.23	18	Afternoon	Relationship Formed	48	150	60.3	Libra	Curvy	Casual Dating
Non-binary	Bisexual	Suburban	Low	Diploma	Traveling, Languages, Gaming	219	Extreme User	0.53	Optimistic	9	5	5	19	3	0.25	23	Afternoon	Catfished	56	152	62.6	Sagittarius	Average	Serious Relationship
Non-binary	Asexual	Metro	Middle	High School	Astrology, Traveling, Makeup	72	High	0.0	Choosy	102	20	5	386	53	0.15	17	Afternoon	Mutual Match	55	148	41.2	Virgo	Curvy	Exploring
Transgender	Demisexual	Remote Area	High	Diploma	Startups, Tech, MMA	81	High	0.24	Balanced	191	19	5	373	46	0.52	9	Morning	One-sided Like	54	196	109.1	Taurus	Athletic	Friends Only
Genderfluid	Pansexual	Urban	Upper-Middle	Bachelor’s	Makeup, Languages, Board Games	220	Extreme User	0.65	Optimistic	104	4	4	497	45	0.36	13	Early Morning	Instant Match	22	150	61.9	Gemini	Curvy	Friends Only
Male	Straight	Rural	Lower-Middle	MBA	Skating, Coding, Fashion	128	Addicted	0.27	Balanced	108	23	2	138	54	0.27	8	After Midnight	Blocked	24	179	67.0	Sagittarius	Muscular	Networking
Male	Pansexual	Metro	Middle	Bachelor’s	Painting, Startups, Investing	104	High	0.55	Optimistic	184	2	1	114	56	0.59	8	Early Morning	Ghosted	55	180	78.7	Scorpio	Average	Networking
Non-binary	Gay	Remote Area	Middle	Diploma	Politics, Photography, Meditation	237	Extreme User	0.51	Optimistic	9	1	1	161	28	0.32	8	Late Night	Date Happened	41	179	95.8	Virgo	Average	Casual Dating
Prefer Not to Say	Gay	Suburban	High	MBA	Yoga, Politics, Startups	59	Moderate	0.29	Balanced	147	9	3	480	28	0.52	9	Late Night	Relationship Formed	37	185	102.0	Aries	Curvy	Networking
Male	Lesbian	Remote Area	Lower-Middle	High School	Yoga, Gardening, K-pop	29	Low	0.32	Balanced	197	24	2	410	1	0.19	3	Morning	Chat Ignored	54	154	60.7	Aquarius	Muscular	Serious Relationship
Non-binary	Pansexual	Small Town	Upper-Middle	Bachelor’s	Clubbing, Reading, Stand-up Comedy	275	Extreme User	0.43	Optimistic	62	21	1	483	85	0.32	11	Afternoon	Relationship Formed	40	157	65.1	Sagittarius	Athletic	Exploring
Female	Gay	Rural	Very Low	Bachelor’s	Board Games, Yoga, Hiking	0	Barely	0.2	Balanced	78	15	2	423	87	0.28	8	Afternoon	Blocked	19	170	72.2	Pisces	Curvy	Casual Dating
Non-binary	Demisexual	Urban	Lower-Middle	Postdoc	Motorcycling, Hiking, Skating	211	Extreme User	0.57	Optimistic	184	18	5	440	77	0.21	8	Late Night	Mutual Match	46	162	61.1	Cancer	Plus Size	Serious Relationship
Prefer Not to Say	Straight	Urban	Lower-Middle	Bachelor’s	Gardening, Politics, Social Activism	68	High	0.55	Optimistic	197	28	1	331	69	0.59	9	Early Morning	Chat Ignored	42	189	77.2	Scorpio	Plus Size	Casual Dating
Non-binary	Demisexual	Metro	High	Master’s	MMA, Skating, K-pop	268	Extreme User	0.72	Swipe Maniac	13	5	2	14	46	0.03	17	After Midnight	One-sided Like	52	195	85.2	Aries	Muscular	Exploring
Genderfluid	Lesbian	Small Town	High	Master’s	Painting, Tech, Startups	191	Extreme User	0.53	Optimistic	57	22	5	130	40	0.06	14	Early Morning	Blocked	23	176	58.2	Aries	Average	Exploring
Transgender	Demisexual	Metro	Lower-Middle	High School	Investing, Cooking, Traveling	278	Extreme User	0.58	Optimistic	148	5	4	70	71	0.39	16	Morning	Chat Ignored	35	150	40.9	Virgo	Curvy	Exploring
Prefer Not to Say	Asexual	Suburban	Lower-Middle	No Formal Education	Makeup, Running, Motorcycling	55	Moderate	0.62	Optimistic	38	4	2	130	14	0.17	22	Late Night	No Action	45	194	88.1	Taurus	Muscular	Networking
Non-binary	Pansexual	Metro	Low	Master’s	Tech, Board Games, Makeup	172	Addicted	0.72	Swipe Maniac	175	20	0	178	49	0.1	2	Morning	Chat Ignored	58	147	59.6	Virgo	Average	Exploring
Genderfluid	Gay	Suburban	Low	Bachelor’s	Painting, Skating, Startups	265	Extreme User	0.42	Optimistic	100	0	5	51	86	0.33	17	Morning	Date Happened	24	151	52.9	Taurus	Average	Networking
Male	Queer	Metro	Very Low	Associate’s	Pets, Art, Makeup	140	Addicted	0.64	Optimistic	7	0	4	119	91	0.2	4	Morning	Chat Ignored	54	146	55.2	Aries	Athletic	Casual Dating
Female	Gay	Metro	Upper-Middle	No Formal Education	History, Sneaker Culture, Cars	258	Extreme User	0.49	Optimistic	106	14	6	374	65	0.39	17	After Midnight	No Action	19	200	104.0	Aquarius	Average	Hookups
Transgender	Pansexual	Urban	High	Postdoc	Meditation, Startups, Investing	192	Extreme User	0.64	Optimistic	112	28	2	216	20	0.16	10	Evening	Relationship Formed	31	149	42.4	Sagittarius	Muscular	Serious Relationship
Non-binary	Gay	Remote Area	Low	MBA	Social Activism, Binge-Watching, Traveling	294	Extreme User	0.0	Choosy	89	12	6	109	17	0.02	19	Early Morning	One-sided Like	31	200	86.4	Aquarius	Athletic	Casual Dating
Transgender	Bisexual	Small Town	Very High	MBA	Gaming, Dancing, Coding	220	Extreme User	0.13	Choosy	140	11	1	181	75	0.22	6	Morning	Date Happened	24	155	46.4	Virgo	Curvy	Exploring
Transgender	Straight	Metro	Middle	Master’s	Stand-up Comedy, Podcasts, Painting	102	High	0.97	Swipe Maniac	148	2	5	318	71	0.14	20	Afternoon	Mutual Match	41	199	99.8	Scorpio	Average	Friends Only
Prefer Not to Say	Pansexual	Remote Area	Very High	PhD	Podcasts, Motorcycling, Skating	227	Extreme User	0.24	Balanced	184	16	3	122	6	0.59	14	Afternoon	Date Happened	53	167	82.3	Aries	Curvy	Hookups
Female	Bisexual	Urban	Lower-Middle	Postdoc	Tattoos, Foodie, Parenting	296	Extreme User	0.32	Balanced	13	3	5	452	94	0.2	5	Early Morning	No Action	42	162	56.4	Gemini	Muscular	Hookups
Prefer Not to Say	Demisexual	Metro	Middle	Bachelor’s	Clubbing, Art, Photography	97	High	0.53	Optimistic	75	22	2	482	98	0.64	18	After Midnight	Relationship Formed	59	183	77.0	Capricorn	Plus Size	Exploring
Female	Straight	Remote Area	Upper-Middle	Diploma	Music, Traveling, Gaming	39	Moderate	0.72	Swipe Maniac	140	29	0	45	74	0.16	18	Afternoon	Instant Match	29	191	90.1	Gemini	Curvy	Casual Dating
Prefer Not to Say	Gay	Suburban	Lower-Middle	Master’s	Parenting, Sneaker Culture, Yoga	131	Addicted	0.19	Choosy	60	12	3	404	29	0.08	6	Late Night	Date Happened	42	193	70.4	Scorpio	Athletic	Friends Only
Prefer Not to Say	Straight	Urban	High	Associate’s	Clubbing, Running, Gaming	225	Extreme User	0.58	Optimistic	41	19	6	147	2	0.16	15	Afternoon	Relationship Formed	45	179	86.8	Aries	Curvy	Networking

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