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	Gay	Suburban	Upper-Middle	High School	Tattoos, Languages, Movies	165	Addicted	0.64	Optimistic	143	22	1	87	50	0.32	11	Late Night	One-sided Like	43	148	53.0	Scorpio	Slim	Exploring
Genderfluid	Queer	Suburban	High	Postdoc	Startups, Cars, Politics	266	Extreme User	0.73	Swipe Maniac	20	9	1	74	52	0.17	4	Early Morning	Ghosted	35	155	59.3	Pisces	Muscular	Exploring
Male	Demisexual	Urban	Lower-Middle	Diploma	Sneaker Culture, Parenting, Binge-Watching	22	Low	0.27	Balanced	196	6	4	285	76	0.37	2	Late Night	Date Happened	53	152	61.7	Gemini	Athletic	Friends Only
Prefer Not to Say	Demisexual	Remote Area	Lower-Middle	Master’s	Parenting, Fitness, Cars	63	High	0.64	Optimistic	174	22	5	432	63	0.03	14	After Midnight	Relationship Formed	30	180	90.4	Aries	Average	Serious Relationship
Prefer Not to Say	Straight	Urban	Very High	Postdoc	Poetry, Astrology, Cooking	149	Addicted	0.3	Balanced	122	16	5	243	91	0.22	15	Late Night	Relationship Formed	53	189	90.4	Leo	Athletic	Networking
Female	Asexual	Metro	Very Low	Bachelor’s	Sneaker Culture, Running, Hiking	123	Addicted	0.59	Optimistic	152	0	1	236	8	0.15	10	Late Night	Instant Match	22	185	80.1	Virgo	Muscular	Serious Relationship
Female	Straight	Rural	Low	MBA	MMA, Fashion, Cars	84	High	0.44	Optimistic	138	27	4	355	88	0.22	21	Afternoon	Chat Ignored	18	191	86.8	Aquarius	Curvy	Exploring
Transgender	Demisexual	Remote Area	Middle	Postdoc	Astrology, Cooking, Writing	83	High	0.5	Optimistic	111	5	5	381	3	0.4	22	After Midnight	Catfished	35	153	63.0	Aries	Average	Friends Only
Non-binary	Lesbian	Remote Area	Very Low	MBA	Investing, Cars, Yoga	220	Extreme User	0.78	Swipe Maniac	95	27	1	58	67	0.52	3	Afternoon	Instant Match	40	179	88.4	Libra	Muscular	Serious Relationship
Transgender	Gay	Rural	Low	Diploma	Pets, Meditation, Coding	193	Extreme User	1.0	Swipe Maniac	42	2	4	327	90	0.47	13	Early Morning	Instant Match	29	152	49.2	Aquarius	Plus Size	Casual Dating
Male	Lesbian	Rural	Low	Associate’s	Meditation, Stand-up Comedy, Social Activism	153	Addicted	0.43	Optimistic	176	20	4	351	7	0.39	2	Evening	Instant Match	22	175	79.0	Libra	Athletic	Friends Only
Genderfluid	Gay	Metro	Lower-Middle	PhD	Meditation, Binge-Watching, Hiking	188	Extreme User	0.84	Swipe Maniac	80	30	5	229	61	0.36	9	After Midnight	Instant Match	26	178	88.7	Leo	Curvy	Friends Only
Female	Pansexual	Metro	Very High	PhD	Tattoos, Pets, Stand-up Comedy	108	High	0.3	Balanced	38	23	0	417	65	0.13	15	Early Morning	Instant Match	35	164	61.1	Capricorn	Curvy	Exploring
Non-binary	Pansexual	Urban	Middle	MBA	Skating, Social Activism, History	224	Extreme User	0.64	Optimistic	24	23	4	190	34	0.11	8	Early Morning	One-sided Like	33	167	71.4	Capricorn	Slim	Serious Relationship
Male	Queer	Rural	High	MBA	Sneaker Culture, Investing, Reading	137	Addicted	0.53	Optimistic	155	29	5	170	54	0.42	7	After Midnight	No Action	33	182	85.5	Cancer	Muscular	Casual Dating
Male	Queer	Rural	High	Associate’s	Memes, Coding, Art	29	Low	0.55	Optimistic	8	7	4	236	50	0.63	7	Morning	One-sided Like	57	169	66.3	Scorpio	Slim	Hookups
Female	Bisexual	Remote Area	High	Bachelor’s	Stand-up Comedy, Fitness, Reading	251	Extreme User	0.6	Optimistic	40	26	4	318	28	0.39	23	Afternoon	Chat Ignored	29	161	74.4	Gemini	Muscular	Networking
Non-binary	Asexual	Urban	Upper-Middle	PhD	Cooking, Traveling, Photography	44	Moderate	0.4	Optimistic	124	24	6	198	83	0.51	5	Afternoon	One-sided Like	36	148	65.5	Virgo	Curvy	Hookups
Genderfluid	Straight	Metro	Lower-Middle	Bachelor’s	Coding, Makeup, Stand-up Comedy	82	High	0.73	Swipe Maniac	50	17	2	38	80	0.12	18	Early Morning	Relationship Formed	39	172	87.9	Capricorn	Slim	Exploring
Genderfluid	Pansexual	Suburban	Middle	MBA	K-pop, Anime, Hiking	215	Extreme User	0.75	Swipe Maniac	51	26	1	483	11	0.11	15	Afternoon	No Action	58	151	55.9	Leo	Slim	Exploring
Female	Pansexual	Rural	Middle	Diploma	Traveling, Poetry, Startups	265	Extreme User	0.57	Optimistic	54	18	0	290	66	0.24	15	Evening	Catfished	48	183	71.7	Capricorn	Plus Size	Casual Dating
Prefer Not to Say	Pansexual	Small Town	Low	Associate’s	Hiking, Photography, Pets	117	High	0.39	Balanced	21	2	3	28	99	0.14	2	Evening	Blocked	47	196	83.7	Gemini	Curvy	Hookups
Female	Straight	Rural	Low	Associate’s	Meditation, Hiking, Tech	199	Extreme User	0.62	Optimistic	49	3	4	241	42	0.39	17	Morning	Chat Ignored	57	177	70.5	Capricorn	Muscular	Casual Dating
Transgender	Gay	Metro	Very High	Master’s	Binge-Watching, Gaming, Podcasts	84	High	0.68	Optimistic	153	16	6	233	2	0.46	15	Late Night	One-sided Like	58	194	92.6	Virgo	Slim	Serious Relationship
Transgender	Bisexual	Suburban	Middle	Associate’s	Painting, Astrology, Foodie	87	High	0.4	Optimistic	115	25	2	245	89	0.16	7	Afternoon	Date Happened	21	165	50.4	Pisces	Slim	Casual Dating
Female	Asexual	Metro	Middle	Bachelor’s	Politics, Cooking, Movies	296	Extreme User	0.64	Optimistic	19	1	3	428	80	0.29	14	Early Morning	Ghosted	39	166	51.5	Aries	Muscular	Networking
Prefer Not to Say	Queer	Metro	Very Low	No Formal Education	Memes, Politics, Parenting	32	Moderate	0.52	Optimistic	21	21	5	421	75	0.09	23	Early Morning	Chat Ignored	19	152	44.4	Aquarius	Muscular	Friends Only
Genderfluid	Queer	Urban	Upper-Middle	MBA	Makeup, Social Activism, Running	152	Addicted	0.57	Optimistic	176	6	1	490	16	0.28	0	After Midnight	Catfished	49	176	65.7	Taurus	Athletic	Casual Dating
Male	Pansexual	Rural	Upper-Middle	Associate’s	Cars, Anime, Cooking	69	High	0.21	Balanced	0	0	6	446	83	0.1	22	Late Night	One-sided Like	30	155	57.2	Capricorn	Athletic	Networking
Male	Bisexual	Metro	Middle	Diploma	Memes, MMA, Podcasts	105	High	0.13	Choosy	28	26	1	46	47	0.36	5	Morning	Relationship Formed	22	173	80.8	Leo	Curvy	Networking
Genderfluid	Straight	Rural	Lower-Middle	Associate’s	MMA, Startups, Anime	39	Moderate	0.43	Optimistic	196	20	0	117	26	0.38	21	Afternoon	No Action	46	168	66.9	Sagittarius	Muscular	Hookups
Non-binary	Gay	Urban	High	PhD	Music, Podcasts, Meditation	273	Extreme User	0.41	Optimistic	17	17	6	126	16	0.45	12	Morning	Chat Ignored	22	166	64.2	Scorpio	Athletic	Casual Dating
Female	Demisexual	Suburban	Middle	Bachelor’s	Cars, Music, Gaming	269	Extreme User	0.43	Optimistic	197	10	5	189	78	0.23	22	Morning	Chat Ignored	32	185	76.7	Taurus	Athletic	Casual Dating
Genderfluid	Queer	Small Town	Upper-Middle	Postdoc	Languages, Motorcycling, MMA	73	High	0.55	Optimistic	158	26	2	401	49	0.25	14	Morning	Ghosted	55	163	73.9	Pisces	Athletic	Friends Only
Prefer Not to Say	Straight	Remote Area	Lower-Middle	MBA	Memes, Podcasts, Fashion	250	Extreme User	0.37	Balanced	24	21	6	84	63	0.35	3	Early Morning	Catfished	20	170	54.6	Taurus	Plus Size	Casual Dating
Male	Gay	Remote Area	Very High	MBA	Languages, Spirituality, Fashion	14	Very Low	0.61	Optimistic	172	29	3	198	68	0.31	22	Morning	Chat Ignored	19	195	92.4	Virgo	Average	Serious Relationship
Non-binary	Pansexual	Remote Area	High	Master’s	Poetry, Languages, Meditation	83	High	0.31	Balanced	46	27	5	218	78	0.2	10	Morning	One-sided Like	46	161	76.5	Leo	Slim	Hookups
Prefer Not to Say	Asexual	Urban	Very Low	Bachelor’s	Poetry, Traveling, Painting	241	Extreme User	0.23	Balanced	114	21	6	88	61	0.33	8	After Midnight	One-sided Like	24	197	108.7	Pisces	Average	Networking
Male	Gay	Metro	Lower-Middle	Master’s	Startups, Memes, Reading	3	Barely	0.34	Balanced	91	10	3	194	70	0.18	20	Early Morning	Catfished	37	186	67.1	Aries	Average	Networking
Male	Asexual	Rural	Low	Postdoc	Traveling, Music, Astrology	294	Extreme User	0.6	Optimistic	35	27	1	104	1	0.59	16	Evening	Catfished	35	161	48.2	Taurus	Muscular	Serious Relationship
Transgender	Pansexual	Suburban	Middle	MBA	Podcasts, Skating, Writing	284	Extreme User	0.52	Optimistic	100	8	0	408	37	0.23	2	Morning	Instant Match	31	153	45.4	Cancer	Average	Casual Dating
Genderfluid	Lesbian	Rural	Low	Master’s	Stand-up Comedy, Hiking, Clubbing	192	Extreme User	0.51	Optimistic	67	1	2	10	13	0.37	3	Early Morning	Chat Ignored	23	169	58.8	Aquarius	Athletic	Hookups
Transgender	Lesbian	Suburban	Lower-Middle	Postdoc	Stand-up Comedy, Photography, Startups	9	Very Low	0.63	Optimistic	27	12	0	168	37	0.48	1	Early Morning	Chat Ignored	31	198	71.0	Pisces	Curvy	Hookups
Genderfluid	Lesbian	Urban	Very High	No Formal Education	Cars, DIY, Binge-Watching	74	High	0.45	Optimistic	47	18	6	72	18	0.51	18	Afternoon	One-sided Like	30	161	76.5	Sagittarius	Plus Size	Exploring
Genderfluid	Queer	Remote Area	Very Low	Associate’s	Pets, Photography, Music	123	Addicted	0.33	Balanced	0	0	0	201	72	0.53	15	Morning	Date Happened	41	189	94.3	Scorpio	Slim	Friends Only
Prefer Not to Say	Queer	Small Town	Very Low	Associate’s	Running, DIY, Hiking	239	Extreme User	0.33	Balanced	175	26	1	280	40	0.24	6	Morning	Ghosted	27	185	72.6	Scorpio	Average	Hookups
Male	Demisexual	Urban	Very Low	Postdoc	Poetry, Makeup, Photography	68	High	0.64	Optimistic	25	17	4	93	80	0.42	22	Evening	Catfished	58	189	81.8	Capricorn	Athletic	Exploring
Prefer Not to Say	Pansexual	Suburban	Very High	Postdoc	MMA, DIY, Cooking	61	High	0.88	Swipe Maniac	172	1	2	480	46	0.44	7	After Midnight	No Action	49	161	61.2	Leo	Curvy	Friends Only
Non-binary	Demisexual	Urban	Upper-Middle	PhD	Painting, Fashion, Music	142	Addicted	0.37	Balanced	171	13	1	71	97	0.2	13	Evening	Relationship Formed	37	179	82.0	Pisces	Muscular	Serious Relationship
Transgender	Straight	Urban	Middle	PhD	Investing, Startups, MMA	298	Extreme User	0.46	Optimistic	148	20	6	340	8	0.1	13	Morning	Catfished	42	171	73.4	Cancer	Average	Exploring
Male	Lesbian	Urban	Very Low	PhD	Stand-up Comedy, Gardening, History	292	Extreme User	0.65	Optimistic	101	14	0	145	20	0.2	11	Evening	Relationship Formed	42	155	63.7	Cancer	Muscular	Hookups
Female	Straight	Remote Area	Middle	High School	Movies, Stand-up Comedy, Social Activism	68	High	0.1	Choosy	18	8	4	313	79	0.04	11	After Midnight	Relationship Formed	46	179	72.1	Sagittarius	Plus Size	Serious Relationship
Female	Queer	Rural	Upper-Middle	MBA	Cooking, Writing, Coding	210	Extreme User	0.33	Balanced	129	22	6	191	51	0.51	23	After Midnight	Instant Match	39	198	104.7	Scorpio	Plus Size	Casual Dating
Genderfluid	Bisexual	Suburban	Low	Diploma	Stand-up Comedy, Startups, Crafting	4	Barely	0.22	Balanced	170	28	0	323	79	0.11	14	Evening	Relationship Formed	22	185	101.6	Sagittarius	Average	Networking
Male	Gay	Remote Area	Very Low	No Formal Education	Meditation, Astrology, Memes	0	Barely	0.34	Balanced	25	1	2	218	13	0.68	13	Morning	Instant Match	53	146	52.7	Leo	Muscular	Casual Dating
Non-binary	Lesbian	Urban	Middle	Bachelor’s	MMA, Painting, Coding	145	Addicted	0.6	Optimistic	106	0	0	68	40	0.11	7	Early Morning	No Action	49	153	61.1	Capricorn	Curvy	Hookups
Transgender	Asexual	Urban	High	No Formal Education	Languages, Spirituality, Meditation	276	Extreme User	0.64	Optimistic	98	11	0	366	50	0.19	17	Afternoon	No Action	45	156	70.3	Cancer	Curvy	Friends Only
Prefer Not to Say	Pansexual	Small Town	Middle	Associate’s	Traveling, Movies, Politics	28	Low	0.69	Optimistic	19	1	4	426	14	0.55	0	After Midnight	Mutual Match	45	185	94.5	Aquarius	Plus Size	Serious Relationship
Transgender	Straight	Suburban	High	No Formal Education	Reading, Coding, Parenting	201	Extreme User	0.42	Optimistic	191	19	1	450	33	0.48	0	Evening	Instant Match	54	146	60.8	Aquarius	Muscular	Serious Relationship
Genderfluid	Lesbian	Suburban	Very High	PhD	Parenting, Podcasts, Writing	176	Addicted	0.51	Optimistic	167	29	2	192	43	0.21	3	Evening	Chat Ignored	18	199	104.9	Taurus	Athletic	Casual Dating
Prefer Not to Say	Bisexual	Metro	Upper-Middle	PhD	Painting, Motorcycling, Fashion	126	Addicted	0.51	Optimistic	134	0	3	414	53	0.39	8	Morning	Blocked	25	167	51.6	Gemini	Average	Exploring
Male	Lesbian	Suburban	Very High	MBA	Gardening, Cars, Parenting	219	Extreme User	0.47	Optimistic	5	0	0	90	38	0.08	4	Afternoon	Blocked	21	160	55.8	Cancer	Plus Size	Exploring
Female	Bisexual	Metro	Upper-Middle	Diploma	Stand-up Comedy, MMA, Writing	120	Addicted	0.32	Balanced	146	29	3	464	48	0.75	2	Morning	Blocked	50	169	59.4	Sagittarius	Athletic	Hookups
Transgender	Pansexual	Suburban	Very Low	PhD	Cars, Sneaker Culture, Coding	238	Extreme User	0.66	Optimistic	166	15	0	245	33	0.52	18	Morning	Mutual Match	28	170	58.7	Cancer	Plus Size	Casual Dating
Non-binary	Demisexual	Rural	Low	Associate’s	Cars, History, Startups	179	Addicted	0.68	Optimistic	124	27	1	60	70	0.06	21	Afternoon	Catfished	35	177	87.1	Leo	Plus Size	Hookups
Prefer Not to Say	Lesbian	Suburban	Lower-Middle	Master’s	DIY, Running, Gardening	100	High	0.83	Swipe Maniac	12	9	0	104	16	0.32	13	Morning	Chat Ignored	55	157	69.8	Aquarius	Average	Serious Relationship
Genderfluid	Demisexual	Remote Area	Low	Bachelor’s	Photography, Gaming, Tattoos	42	Moderate	0.68	Optimistic	162	13	0	417	70	0.43	10	After Midnight	One-sided Like	20	184	69.7	Gemini	Curvy	Serious Relationship
Prefer Not to Say	Lesbian	Remote Area	Very Low	Postdoc	Cars, Painting, Coding	181	Extreme User	0.34	Balanced	82	21	1	383	98	0.31	3	After Midnight	No Action	34	148	49.1	Gemini	Plus Size	Hookups
Female	Gay	Small Town	Upper-Middle	No Formal Education	History, Meditation, Movies	236	Extreme User	0.59	Optimistic	77	15	2	403	58	0.35	0	Early Morning	Ghosted	38	188	97.2	Libra	Plus Size	Casual Dating
Non-binary	Asexual	Urban	Very High	No Formal Education	Traveling, Pets, Writing	238	Extreme User	0.88	Swipe Maniac	151	23	6	200	18	0.2	6	Evening	Blocked	39	149	42.4	Pisces	Average	Serious Relationship
Transgender	Pansexual	Suburban	High	Master’s	Crafting, Meditation, Stand-up Comedy	235	Extreme User	0.6	Optimistic	81	29	5	277	49	0.23	1	Early Morning	Relationship Formed	24	199	87.1	Libra	Average	Hookups
Female	Queer	Suburban	Very High	No Formal Education	Spirituality, Parenting, Poetry	288	Extreme User	0.35	Balanced	151	24	5	286	69	0.44	0	After Midnight	One-sided Like	25	165	76.0	Libra	Slim	Casual Dating
Non-binary	Straight	Urban	Lower-Middle	Postdoc	Tech, Fashion, Hiking	66	High	0.51	Optimistic	151	23	6	228	14	0.12	10	Early Morning	Instant Match	27	189	105.4	Sagittarius	Slim	Casual Dating
Transgender	Lesbian	Rural	Lower-Middle	Postdoc	Languages, Meditation, Gardening	282	Extreme User	0.64	Optimistic	56	17	2	195	89	0.21	0	Morning	Blocked	33	176	83.6	Libra	Average	Hookups
Prefer Not to Say	Queer	Small Town	Very Low	MBA	Binge-Watching, Cooking, Coding	196	Extreme User	0.59	Optimistic	134	20	6	29	29	0.32	5	Early Morning	No Action	18	200	72.4	Capricorn	Athletic	Exploring
Prefer Not to Say	Pansexual	Suburban	Lower-Middle	PhD	DIY, Gardening, Traveling	105	High	0.0	Choosy	77	27	5	228	48	0.25	1	After Midnight	Catfished	32	181	59.3	Pisces	Plus Size	Hookups
Prefer Not to Say	Queer	Suburban	High	Associate’s	Podcasts, Tech, Meditation	159	Addicted	0.43	Optimistic	150	24	1	132	16	0.23	3	After Midnight	No Action	20	182	84.8	Sagittarius	Athletic	Networking
Non-binary	Asexual	Metro	Very High	High School	Art, Makeup, Tech	50	Moderate	0.54	Optimistic	73	14	3	466	73	0.3	16	After Midnight	No Action	35	168	57.3	Leo	Slim	Hookups
Genderfluid	Straight	Remote Area	Low	Diploma	Stand-up Comedy, Astrology, Languages	278	Extreme User	0.53	Optimistic	194	14	6	20	47	0.22	20	Late Night	Mutual Match	18	185	75.0	Cancer	Athletic	Casual Dating
Female	Lesbian	Metro	Upper-Middle	Associate’s	Hiking, Startups, MMA	26	Low	0.46	Optimistic	0	0	6	1	7	0.17	15	Evening	Instant Match	47	154	68.3	Aries	Muscular	Serious Relationship
Transgender	Lesbian	Rural	Upper-Middle	No Formal Education	Spirituality, Sneaker Culture, Makeup	272	Extreme User	0.43	Optimistic	118	29	6	17	34	0.23	19	After Midnight	Date Happened	23	193	78.6	Scorpio	Plus Size	Friends Only
Transgender	Lesbian	Urban	Middle	Bachelor’s	Traveling, Meditation, Memes	141	Addicted	0.63	Optimistic	0	0	6	161	80	0.19	5	Afternoon	Blocked	44	173	61.4	Sagittarius	Athletic	Hookups
Male	Asexual	Remote Area	Very Low	Bachelor’s	DIY, Yoga, Board Games	62	High	0.69	Optimistic	153	2	1	462	32	0.27	3	Afternoon	Relationship Formed	49	173	86.2	Cancer	Slim	Hookups
Prefer Not to Say	Demisexual	Rural	Very Low	No Formal Education	MMA, Foodie, Meditation	241	Extreme User	0.22	Balanced	96	11	4	365	57	0.38	12	Evening	Date Happened	20	155	57.9	Pisces	Plus Size	Serious Relationship
Prefer Not to Say	Asexual	Small Town	High	Bachelor’s	Meditation, Music, Yoga	43	Moderate	0.59	Optimistic	53	28	4	133	29	0.24	12	Evening	Date Happened	44	192	71.1	Libra	Athletic	Networking
Genderfluid	Straight	Remote Area	High	No Formal Education	MMA, Social Activism, Fashion	147	Addicted	0.48	Optimistic	19	1	6	29	40	0.47	12	Late Night	Chat Ignored	18	191	97.0	Cancer	Plus Size	Hookups
Prefer Not to Say	Queer	Urban	Lower-Middle	Associate’s	DIY, Writing, Parenting	296	Extreme User	0.05	Choosy	19	14	5	277	42	0.03	15	After Midnight	Date Happened	33	179	69.8	Aquarius	Curvy	Exploring
Genderfluid	Queer	Suburban	Low	Associate’s	Hiking, Foodie, Stand-up Comedy	50	Moderate	0.52	Optimistic	96	9	2	475	79	0.05	8	Morning	Mutual Match	47	172	53.5	Virgo	Average	Exploring
Genderfluid	Lesbian	Urban	Upper-Middle	Bachelor’s	Astrology, Yoga, Fashion	234	Extreme User	0.25	Balanced	67	2	6	309	4	0.37	2	Early Morning	Instant Match	33	153	51.7	Libra	Muscular	Serious Relationship
Prefer Not to Say	Straight	Remote Area	Very Low	Associate’s	DIY, Sneaker Culture, Art	237	Extreme User	0.35	Balanced	0	0	4	326	87	0.75	1	Afternoon	Blocked	41	197	106.3	Taurus	Slim	Friends Only
Female	Lesbian	Small Town	Very Low	MBA	Traveling, Astrology, History	34	Moderate	0.57	Optimistic	30	2	1	370	23	0.48	21	After Midnight	Date Happened	31	166	61.2	Scorpio	Athletic	Hookups
Female	Asexual	Metro	Low	Diploma	Crafting, Hiking, Social Activism	43	Moderate	0.48	Optimistic	165	25	0	413	23	0.55	5	Afternoon	Mutual Match	41	178	83.0	Taurus	Athletic	Serious Relationship
Male	Lesbian	Small Town	Very Low	Diploma	K-pop, Crafting, Movies	217	Extreme User	0.58	Optimistic	73	22	5	274	86	0.13	12	Late Night	Blocked	28	148	61.1	Leo	Average	Hookups
Prefer Not to Say	Pansexual	Suburban	Lower-Middle	Diploma	Traveling, Stand-up Comedy, History	32	Moderate	0.7	Swipe Maniac	55	3	4	409	21	0.08	13	Evening	Instant Match	55	163	76.0	Scorpio	Plus Size	Networking
Non-binary	Gay	Urban	Very Low	Bachelor’s	Astrology, Reading, Languages	276	Extreme User	0.62	Optimistic	152	18	5	142	30	0.08	8	Early Morning	Catfished	47	182	97.4	Gemini	Athletic	Friends Only
Female	Gay	Suburban	Lower-Middle	Bachelor’s	DIY, Clubbing, Cooking	134	Addicted	0.58	Optimistic	85	10	5	245	5	0.19	23	Evening	Date Happened	20	187	103.5	Leo	Plus Size	Serious Relationship
Genderfluid	Straight	Small Town	Lower-Middle	Master’s	Motorcycling, Astrology, Podcasts	131	Addicted	0.5	Optimistic	91	21	6	194	82	0.21	1	Morning	Chat Ignored	45	151	46.5	Virgo	Average	Casual Dating
Prefer Not to Say	Lesbian	Remote Area	Very Low	No Formal Education	Fitness, Painting, Stand-up Comedy	197	Extreme User	0.57	Optimistic	121	11	0	198	74	0.55	11	Early Morning	Catfished	23	173	81.1	Pisces	Athletic	Serious Relationship
Genderfluid	Gay	Remote Area	High	Associate’s	Hiking, Photography, Parenting	247	Extreme User	0.52	Optimistic	45	7	2	404	38	0.16	4	Morning	No Action	43	157	59.7	Scorpio	Muscular	Serious Relationship
Transgender	Gay	Metro	Middle	High School	Gaming, Podcasts, Movies	270	Extreme User	0.93	Swipe Maniac	67	14	5	141	14	0.34	2	Early Morning	Ghosted	48	170	68.8	Taurus	Slim	Friends Only

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