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
Male	Demisexual	Remote Area	Upper-Middle	Bachelor’s	Photography, Parenting, Languages	151	Addicted	0.56	Optimistic	11	5	3	491	14	0.44	7	Afternoon	Mutual Match	19	157	65.3	Sagittarius	Athletic	Casual Dating
Male	Bisexual	Suburban	Low	No Formal Education	Politics, Painting, Movies	0	Barely	0.7	Swipe Maniac	48	21	1	48	49	0.05	23	Early Morning	Catfished	56	193	84.6	Taurus	Average	Exploring
Prefer Not to Say	Asexual	Urban	Low	Postdoc	Tech, Poetry, Stand-up Comedy	196	Extreme User	0.7	Swipe Maniac	107	7	5	272	65	0.3	21	Evening	No Action	49	167	66.9	Leo	Muscular	Casual Dating
Female	Asexual	Small Town	High	Associate’s	Social Activism, Startups, Cooking	282	Extreme User	0.49	Optimistic	6	1	5	343	53	0.46	4	After Midnight	One-sided Like	21	188	82.0	Pisces	Muscular	Serious Relationship
Genderfluid	Pansexual	Remote Area	Middle	Associate’s	Writing, Music, Social Activism	210	Extreme User	0.37	Balanced	19	5	4	24	40	0.33	2	Late Night	Catfished	22	195	80.6	Virgo	Average	Networking
Genderfluid	Gay	Rural	Lower-Middle	Bachelor’s	Fashion, Cooking, Startups	54	Moderate	0.51	Optimistic	169	3	4	318	99	0.05	21	Morning	Mutual Match	41	169	57.1	Cancer	Athletic	Casual Dating
Prefer Not to Say	Gay	Metro	Middle	Bachelor’s	Dancing, Languages, Clubbing	2	Barely	0.14	Choosy	95	0	6	476	27	0.15	9	Evening	Mutual Match	39	200	99.2	Capricorn	Muscular	Networking
Female	Straight	Small Town	Low	Bachelor’s	Meditation, Running, MMA	62	High	0.9	Swipe Maniac	163	19	4	123	37	0.13	19	Morning	Instant Match	20	196	104.9	Cancer	Muscular	Hookups
Genderfluid	Asexual	Urban	Upper-Middle	MBA	Fitness, Traveling, Startups	115	High	0.56	Optimistic	94	12	3	448	74	0.44	2	Morning	One-sided Like	35	148	49.5	Taurus	Athletic	Friends Only
Female	Queer	Small Town	Very High	No Formal Education	Pets, Hiking, Motorcycling	32	Moderate	0.24	Balanced	35	14	0	206	72	0.07	17	Early Morning	Blocked	20	148	40.3	Sagittarius	Average	Serious Relationship
Non-binary	Asexual	Remote Area	Middle	High School	Cars, Stand-up Comedy, Tattoos	77	High	0.41	Optimistic	130	14	1	107	32	0.03	16	Morning	Instant Match	55	167	72.5	Aries	Muscular	Exploring
Non-binary	Pansexual	Urban	Middle	Postdoc	Meditation, Memes, Stand-up Comedy	209	Extreme User	0.56	Optimistic	25	8	5	123	86	0.24	7	Early Morning	One-sided Like	43	159	69.0	Aquarius	Plus Size	Hookups
Genderfluid	Asexual	Remote Area	Low	Diploma	Languages, Binge-Watching, Cars	191	Extreme User	0.77	Swipe Maniac	0	0	5	310	1	0.2	12	After Midnight	Instant Match	46	168	69.1	Capricorn	Athletic	Hookups
Female	Lesbian	Metro	High	Diploma	Clubbing, Spirituality, Crafting	245	Extreme User	0.79	Swipe Maniac	191	6	4	192	65	0.4	9	Late Night	Ghosted	38	154	54.5	Taurus	Athletic	Hookups
Transgender	Gay	Remote Area	Upper-Middle	Postdoc	Spirituality, Anime, Tattoos	227	Extreme User	0.71	Swipe Maniac	166	9	6	116	68	0.29	4	Morning	Ghosted	36	192	78.9	Taurus	Plus Size	Hookups
Transgender	Bisexual	Small Town	Low	Bachelor’s	Foodie, Startups, Traveling	138	Addicted	0.51	Optimistic	172	6	2	477	89	0.56	0	Afternoon	Relationship Formed	42	151	55.9	Taurus	Curvy	Friends Only
Male	Straight	Remote Area	Low	Diploma	Fashion, Movies, Astrology	75	High	0.61	Optimistic	200	17	2	414	63	0.04	14	Late Night	Ghosted	28	149	56.6	Sagittarius	Muscular	Serious Relationship
Non-binary	Straight	Rural	High	Master’s	Social Activism, Coding, Gardening	2	Barely	0.36	Balanced	38	25	0	93	77	0.25	20	Afternoon	No Action	36	184	85.0	Taurus	Curvy	Networking
Prefer Not to Say	Gay	Small Town	Upper-Middle	Associate’s	Poetry, Startups, Fitness	277	Extreme User	0.29	Balanced	36	27	1	75	36	0.17	0	Late Night	Instant Match	40	189	79.3	Leo	Curvy	Friends Only
Prefer Not to Say	Queer	Suburban	Lower-Middle	Master’s	Stand-up Comedy, Motorcycling, Movies	243	Extreme User	0.38	Balanced	51	21	5	496	28	0.14	22	Evening	Catfished	32	177	62.3	Scorpio	Plus Size	Hookups
Prefer Not to Say	Lesbian	Remote Area	Lower-Middle	No Formal Education	Pets, Yoga, Music	66	High	0.49	Optimistic	38	26	4	323	23	0.69	22	Evening	One-sided Like	33	170	85.0	Capricorn	Average	Networking
Male	Pansexual	Small Town	Very High	No Formal Education	Cooking, Movies, Politics	46	Moderate	0.07	Choosy	160	9	3	148	84	0.38	19	After Midnight	Mutual Match	19	145	39.3	Capricorn	Plus Size	Friends Only
Female	Bisexual	Small Town	Low	Master’s	Sneaker Culture, Meditation, Investing	266	Extreme User	0.2	Balanced	167	14	0	163	44	0.06	23	Late Night	Blocked	46	145	46.9	Sagittarius	Athletic	Hookups
Prefer Not to Say	Straight	Urban	Very Low	MBA	Pets, Traveling, DIY	264	Extreme User	0.22	Balanced	63	3	5	140	29	0.28	1	Evening	Relationship Formed	56	169	65.7	Scorpio	Athletic	Serious Relationship
Male	Straight	Urban	Very High	MBA	Meditation, DIY, Foodie	14	Very Low	0.51	Optimistic	48	15	6	208	26	0.2	3	Evening	Chat Ignored	45	178	88.1	Sagittarius	Muscular	Serious Relationship
Non-binary	Asexual	Rural	Middle	Bachelor’s	Investing, Painting, Running	253	Extreme User	0.25	Balanced	45	29	5	461	15	0.1	11	Afternoon	Mutual Match	43	199	72.5	Cancer	Slim	Casual Dating
Genderfluid	Asexual	Suburban	Lower-Middle	Bachelor’s	Podcasts, Dancing, Stand-up Comedy	39	Moderate	0.85	Swipe Maniac	29	28	4	417	17	0.04	4	Late Night	Chat Ignored	36	157	67.3	Gemini	Slim	Hookups
Genderfluid	Straight	Rural	Middle	Associate’s	Painting, Reading, Coding	292	Extreme User	0.44	Optimistic	23	15	0	324	89	0.36	0	Early Morning	Date Happened	25	145	53.2	Libra	Athletic	Hookups
Prefer Not to Say	Queer	Small Town	Middle	Associate’s	Astrology, Crafting, Writing	132	Addicted	0.88	Swipe Maniac	122	22	3	30	60	0.19	8	Evening	One-sided Like	56	148	55.4	Scorpio	Slim	Friends Only
Prefer Not to Say	Queer	Urban	Upper-Middle	Associate’s	Clubbing, Spirituality, Reading	8	Very Low	0.07	Choosy	104	0	6	4	61	0.06	4	Early Morning	Relationship Formed	37	149	61.5	Aquarius	Average	Networking
Genderfluid	Pansexual	Suburban	Middle	No Formal Education	MMA, K-pop, Art	111	High	0.29	Balanced	162	25	5	439	10	0.57	22	Morning	Chat Ignored	26	164	53.8	Pisces	Muscular	Serious Relationship
Female	Bisexual	Urban	High	Diploma	Spirituality, Photography, Poetry	171	Addicted	0.6	Optimistic	144	17	4	410	16	0.11	10	After Midnight	Catfished	19	184	77.2	Gemini	Average	Hookups
Prefer Not to Say	Straight	Remote Area	Middle	No Formal Education	Gardening, Makeup, Photography	13	Very Low	0.21	Balanced	127	6	2	307	72	0.25	1	Afternoon	Ghosted	56	189	85.4	Taurus	Muscular	Casual Dating
Male	Asexual	Small Town	Middle	Diploma	Startups, Politics, Gaming	213	Extreme User	0.64	Optimistic	28	18	1	48	26	0.23	21	Late Night	One-sided Like	36	146	48.8	Gemini	Athletic	Serious Relationship
Prefer Not to Say	Gay	Remote Area	High	PhD	Hiking, Gaming, Reading	119	High	0.27	Balanced	111	6	5	395	76	0.26	15	Late Night	One-sided Like	29	197	115.7	Virgo	Plus Size	Exploring
Genderfluid	Demisexual	Suburban	Low	Postdoc	Skating, Investing, Poetry	243	Extreme User	0.59	Optimistic	50	21	0	100	31	0.17	9	Morning	Blocked	25	159	71.8	Taurus	Average	Serious Relationship
Prefer Not to Say	Demisexual	Small Town	Upper-Middle	MBA	Languages, Painting, Foodie	132	Addicted	0.77	Swipe Maniac	55	9	1	228	71	0.28	21	After Midnight	Date Happened	53	146	42.8	Aries	Slim	Hookups
Genderfluid	Demisexual	Metro	Upper-Middle	High School	Yoga, Binge-Watching, Investing	29	Low	0.29	Balanced	172	29	5	341	64	0.42	5	After Midnight	One-sided Like	55	183	60.6	Taurus	Slim	Serious Relationship
Prefer Not to Say	Bisexual	Metro	Low	Bachelor’s	Cooking, Clubbing, Poetry	73	High	0.57	Optimistic	75	17	4	494	12	0.42	9	Evening	No Action	56	173	82.0	Capricorn	Slim	Friends Only
Female	Gay	Suburban	High	No Formal Education	Social Activism, Pets, Writing	96	High	0.7	Swipe Maniac	70	24	1	188	49	0.31	14	Late Night	Chat Ignored	39	154	65.9	Gemini	Slim	Serious Relationship
Male	Asexual	Rural	Upper-Middle	High School	Art, Anime, MMA	30	Moderate	0.46	Optimistic	182	10	4	452	91	0.58	16	After Midnight	Relationship Formed	18	157	62.6	Virgo	Slim	Casual Dating
Transgender	Lesbian	Urban	Lower-Middle	Associate’s	Politics, Hiking, Movies	92	High	0.05	Choosy	66	28	2	52	90	0.35	8	Morning	Chat Ignored	33	163	58.7	Pisces	Plus Size	Casual Dating
Female	Bisexual	Urban	Low	PhD	Coding, Music, Skating	124	Addicted	0.58	Optimistic	68	0	0	83	69	0.23	8	Evening	Date Happened	38	148	63.5	Libra	Average	Networking
Male	Demisexual	Suburban	Low	MBA	Astrology, Social Activism, Cars	137	Addicted	0.93	Swipe Maniac	29	19	0	232	79	0.3	3	Evening	Mutual Match	40	162	75.6	Libra	Muscular	Friends Only
Male	Straight	Remote Area	Upper-Middle	MBA	Reading, Podcasts, Running	142	Addicted	0.48	Optimistic	168	17	4	41	46	0.25	14	After Midnight	Ghosted	35	187	64.0	Virgo	Average	Exploring
Transgender	Lesbian	Remote Area	Lower-Middle	MBA	Binge-Watching, Board Games, Art	104	High	0.38	Balanced	149	7	6	196	85	0.27	0	Late Night	Catfished	23	160	63.0	Pisces	Muscular	Friends Only
Female	Straight	Suburban	High	Postdoc	Gaming, Fitness, Pets	105	High	0.31	Balanced	20	14	6	185	75	0.43	23	Early Morning	Instant Match	37	182	97.1	Gemini	Plus Size	Friends Only
Prefer Not to Say	Bisexual	Metro	Middle	Associate’s	Politics, Parenting, Tattoos	208	Extreme User	0.59	Optimistic	51	19	1	329	6	0.48	0	Morning	Chat Ignored	25	145	42.7	Scorpio	Slim	Exploring
Male	Queer	Small Town	Middle	PhD	Politics, Sneaker Culture, Fashion	288	Extreme User	0.74	Swipe Maniac	174	12	2	43	8	0.21	7	Late Night	Date Happened	44	151	65.2	Scorpio	Curvy	Casual Dating
Prefer Not to Say	Straight	Suburban	Low	Postdoc	Board Games, Tech, Crafting	47	Moderate	0.31	Balanced	177	5	4	345	2	0.15	17	Morning	Instant Match	29	194	94.1	Aquarius	Slim	Friends Only
Female	Demisexual	Metro	Middle	PhD	MMA, K-pop, Social Activism	198	Extreme User	0.44	Optimistic	5	4	0	262	59	0.19	21	Evening	Chat Ignored	23	152	51.5	Pisces	Curvy	Friends Only
Genderfluid	Bisexual	Suburban	Upper-Middle	No Formal Education	Gaming, Movies, Parenting	37	Moderate	0.53	Optimistic	47	12	4	403	50	0.06	1	Early Morning	Blocked	48	166	75.8	Scorpio	Muscular	Networking
Prefer Not to Say	Demisexual	Suburban	Very High	Master’s	Hiking, Motorcycling, Parenting	101	High	0.57	Optimistic	54	12	1	459	99	0.67	8	After Midnight	Chat Ignored	43	192	94.4	Aquarius	Muscular	Serious Relationship
Transgender	Demisexual	Rural	Lower-Middle	High School	Traveling, Writing, K-pop	27	Low	0.59	Optimistic	127	21	4	451	83	0.67	21	After Midnight	Blocked	59	168	53.9	Gemini	Average	Serious Relationship
Non-binary	Straight	Small Town	Middle	Bachelor’s	Clubbing, MMA, Spirituality	269	Extreme User	0.52	Optimistic	33	0	5	75	91	0.54	18	Afternoon	Catfished	30	174	82.7	Aquarius	Muscular	Networking
Prefer Not to Say	Demisexual	Urban	Middle	High School	Music, DIY, Memes	15	Low	0.41	Optimistic	16	12	5	251	91	0.08	5	After Midnight	Blocked	33	148	59.8	Cancer	Muscular	Networking
Prefer Not to Say	Gay	Suburban	Lower-Middle	MBA	Yoga, K-pop, Languages	88	High	0.29	Balanced	193	26	6	465	89	0.43	1	Evening	Catfished	27	164	67.0	Leo	Plus Size	Friends Only
Genderfluid	Lesbian	Small Town	Very Low	Master’s	Dancing, Social Activism, Cooking	88	High	0.43	Optimistic	27	0	4	215	86	0.56	6	Evening	Ghosted	27	188	72.1	Libra	Curvy	Networking
Genderfluid	Asexual	Small Town	Very Low	MBA	Tech, Movies, Dancing	221	Extreme User	0.46	Optimistic	176	8	3	100	65	0.08	8	Afternoon	No Action	29	159	53.6	Aquarius	Curvy	Casual Dating
Prefer Not to Say	Asexual	Urban	Lower-Middle	MBA	Foodie, Memes, Coding	62	High	0.83	Swipe Maniac	63	8	0	32	12	0.48	16	Early Morning	Blocked	51	191	85.4	Aquarius	Plus Size	Casual Dating
Female	Gay	Urban	Lower-Middle	No Formal Education	K-pop, Fitness, Gardening	227	Extreme User	0.42	Optimistic	16	12	1	347	37	0.27	10	Afternoon	One-sided Like	32	195	87.1	Scorpio	Curvy	Friends Only
Genderfluid	Asexual	Metro	Middle	MBA	Hiking, Parenting, Memes	268	Extreme User	0.69	Optimistic	35	20	2	121	46	0.35	9	After Midnight	Relationship Formed	31	151	43.1	Libra	Plus Size	Networking
Male	Lesbian	Rural	Upper-Middle	Associate’s	Tattoos, Languages, Writing	41	Moderate	0.76	Swipe Maniac	14	6	0	340	84	0.37	15	Evening	Date Happened	18	148	61.8	Leo	Muscular	Friends Only
Non-binary	Straight	Small Town	Low	Postdoc	Poetry, Cooking, Podcasts	95	High	0.53	Optimistic	95	3	4	498	9	0.18	18	After Midnight	Chat Ignored	36	156	72.5	Cancer	Athletic	Casual Dating
Non-binary	Queer	Suburban	Very Low	MBA	Tattoos, Painting, Coding	1	Barely	0.64	Optimistic	118	4	2	86	61	0.39	18	Early Morning	Ghosted	35	171	81.3	Pisces	Plus Size	Exploring
Transgender	Lesbian	Small Town	Very High	Master’s	Tattoos, Startups, Podcasts	177	Addicted	0.47	Optimistic	169	3	1	300	33	0.19	4	Late Night	Chat Ignored	49	158	63.7	Scorpio	Athletic	Serious Relationship
Female	Bisexual	Small Town	High	MBA	Foodie, Traveling, Cars	171	Addicted	0.32	Balanced	149	11	4	309	20	0.34	11	Early Morning	Date Happened	18	175	87.3	Pisces	Slim	Serious Relationship
Prefer Not to Say	Straight	Urban	Upper-Middle	Postdoc	Pets, Running, Meditation	67	High	0.17	Choosy	139	10	4	73	12	0.41	5	Evening	Chat Ignored	27	180	77.8	Taurus	Curvy	Casual Dating
Female	Asexual	Urban	Upper-Middle	No Formal Education	Gardening, Investing, Cars	202	Extreme User	0.31	Balanced	107	3	6	444	54	0.19	21	Morning	Relationship Formed	57	196	98.0	Aries	Average	Networking
Genderfluid	Demisexual	Suburban	Lower-Middle	Bachelor’s	Gardening, K-pop, Gaming	217	Extreme User	0.36	Balanced	58	23	1	380	30	0.2	16	Evening	Catfished	21	149	60.4	Libra	Plus Size	Casual Dating
Transgender	Asexual	Small Town	Upper-Middle	Associate’s	Anime, Reading, Politics	199	Extreme User	0.62	Optimistic	67	19	1	215	48	0.46	2	Early Morning	Chat Ignored	51	153	49.2	Cancer	Curvy	Casual Dating
Non-binary	Straight	Urban	Middle	No Formal Education	Cars, K-pop, Tattoos	230	Extreme User	0.57	Optimistic	44	26	4	231	53	0.21	22	Evening	Mutual Match	27	158	69.9	Aries	Plus Size	Casual Dating
Female	Gay	Rural	Low	Diploma	Parenting, Investing, Hiking	104	High	0.35	Balanced	20	8	5	305	74	0.68	5	Late Night	Date Happened	57	197	107.9	Taurus	Slim	Exploring
Genderfluid	Straight	Small Town	Middle	No Formal Education	Makeup, Gardening, Spirituality	150	Addicted	0.42	Optimistic	50	24	1	179	53	0.06	15	Afternoon	Instant Match	23	174	71.5	Aquarius	Average	Serious Relationship
Non-binary	Bisexual	Suburban	Very Low	Diploma	Poetry, Clubbing, Reading	62	High	0.33	Balanced	132	19	4	345	49	0.2	7	Late Night	No Action	28	195	75.7	Capricorn	Athletic	Hookups
Transgender	Bisexual	Remote Area	High	No Formal Education	Fashion, Astrology, Motorcycling	57	Moderate	0.36	Balanced	65	26	3	332	61	0.28	8	Early Morning	Blocked	39	160	64.8	Capricorn	Curvy	Networking
Female	Straight	Urban	Very Low	Diploma	Spirituality, Foodie, Cars	219	Extreme User	0.67	Optimistic	179	17	1	493	48	0.11	3	After Midnight	Catfished	31	164	72.1	Libra	Average	Friends Only
Transgender	Queer	Suburban	Upper-Middle	MBA	Hiking, Yoga, Tattoos	91	High	0.48	Optimistic	72	22	2	295	78	0.3	17	Late Night	One-sided Like	30	181	95.3	Sagittarius	Curvy	Hookups
Male	Bisexual	Urban	Lower-Middle	Master’s	Gaming, Music, Crafting	98	High	0.41	Optimistic	187	18	3	92	61	0.13	22	Afternoon	No Action	26	188	101.4	Pisces	Plus Size	Networking
Genderfluid	Demisexual	Remote Area	Very High	PhD	Fashion, Photography, Coding	130	Addicted	0.7	Swipe Maniac	8	6	5	57	16	0.46	8	Morning	Date Happened	32	188	85.2	Cancer	Muscular	Networking
Female	Pansexual	Rural	Middle	Master’s	Astrology, Investing, History	257	Extreme User	0.58	Optimistic	135	9	6	362	93	0.42	20	Late Night	Mutual Match	56	150	64.1	Pisces	Muscular	Hookups
Male	Bisexual	Urban	Very High	Bachelor’s	Movies, Coding, Cars	117	High	0.42	Optimistic	85	12	6	16	62	0.14	7	Late Night	Date Happened	26	155	58.9	Sagittarius	Plus Size	Casual Dating
Male	Lesbian	Suburban	Very High	Postdoc	Traveling, Foodie, History	286	Extreme User	0.49	Optimistic	71	26	0	198	65	0.33	11	Late Night	No Action	39	190	77.6	Gemini	Curvy	Networking
Female	Lesbian	Rural	Upper-Middle	No Formal Education	Board Games, Crafting, Anime	21	Low	0.78	Swipe Maniac	177	19	3	295	38	0.59	10	Afternoon	Date Happened	47	189	80.4	Capricorn	Plus Size	Exploring
Genderfluid	Asexual	Urban	Middle	Bachelor’s	Poetry, Makeup, Music	126	Addicted	0.45	Optimistic	185	15	1	49	68	0.15	17	Afternoon	Date Happened	32	155	45.6	Leo	Slim	Casual Dating
Prefer Not to Say	Lesbian	Rural	Lower-Middle	Bachelor’s	Anime, Dancing, Painting	294	Extreme User	0.25	Balanced	87	13	4	441	19	0.07	21	Evening	Mutual Match	36	198	115.3	Aquarius	Plus Size	Networking
Non-binary	Gay	Remote Area	Low	Associate’s	Investing, Tech, Gaming	298	Extreme User	0.32	Balanced	109	12	0	63	74	0.47	19	Early Morning	Date Happened	18	192	110.2	Virgo	Slim	Networking
Non-binary	Straight	Rural	High	Postdoc	Tattoos, Skating, Reading	191	Extreme User	0.92	Swipe Maniac	73	18	2	453	59	0.2	22	Afternoon	Blocked	42	186	68.8	Pisces	Muscular	Serious Relationship
Prefer Not to Say	Demisexual	Urban	Lower-Middle	PhD	Running, MMA, Binge-Watching	227	Extreme User	0.9	Swipe Maniac	30	18	0	97	89	0.17	6	After Midnight	Chat Ignored	36	161	59.4	Taurus	Plus Size	Friends Only
Transgender	Demisexual	Small Town	High	Bachelor’s	Podcasts, Meditation, Parenting	57	Moderate	0.27	Balanced	20	8	6	269	56	0.11	11	After Midnight	Mutual Match	27	195	107.2	Aries	Athletic	Serious Relationship
Prefer Not to Say	Gay	Suburban	High	MBA	Cooking, Motorcycling, Startups	89	High	0.53	Optimistic	168	6	5	370	7	0.52	8	Early Morning	No Action	43	154	69.7	Scorpio	Slim	Casual Dating
Female	Straight	Metro	Very Low	PhD	Fitness, Fashion, Hiking	283	Extreme User	0.36	Balanced	29	21	2	180	13	0.34	1	Evening	Mutual Match	48	153	56.6	Libra	Curvy	Casual Dating
Female	Straight	Metro	Very Low	High School	Pets, Motorcycling, Coding	294	Extreme User	0.49	Optimistic	89	30	1	217	37	0.73	8	Afternoon	Mutual Match	49	181	73.7	Scorpio	Curvy	Exploring
Genderfluid	Queer	Urban	Very High	Master’s	Reading, Sneaker Culture, Gaming	84	High	0.66	Optimistic	47	29	6	170	61	0.25	22	Evening	Date Happened	54	192	110.6	Sagittarius	Curvy	Serious Relationship
Male	Lesbian	Rural	High	PhD	MMA, K-pop, Dancing	117	High	0.59	Optimistic	73	1	2	128	30	0.19	23	Evening	Chat Ignored	42	180	74.2	Sagittarius	Plus Size	Networking
Genderfluid	Asexual	Urban	Lower-Middle	Bachelor’s	Running, Reading, Podcasts	80	High	0.33	Balanced	185	14	4	87	61	0.17	11	Evening	No Action	30	179	67.6	Taurus	Muscular	Hookups
Non-binary	Bisexual	Remote Area	Lower-Middle	Associate’s	Tech, DIY, Pets	56	Moderate	0.63	Optimistic	3	0	1	152	44	0.42	12	Early Morning	Catfished	32	189	95.4	Pisces	Muscular	Networking
Prefer Not to Say	Lesbian	Rural	Very Low	Associate’s	Clubbing, Fitness, History	188	Extreme User	0.58	Optimistic	110	12	0	169	12	0.21	10	Afternoon	Mutual Match	22	173	84.4	Aries	Slim	Friends Only
Genderfluid	Gay	Metro	Very High	Master’s	Foodie, Art, Cooking	56	Moderate	0.55	Optimistic	6	0	6	389	54	0.3	18	After Midnight	One-sided Like	45	180	61.9	Capricorn	Curvy	Serious Relationship
Genderfluid	Straight	Remote Area	Very Low	Bachelor’s	Motorcycling, Fitness, Gaming	90	High	0.86	Swipe Maniac	192	8	1	196	75	0.14	18	Early Morning	Mutual Match	42	177	58.3	Sagittarius	Athletic	Exploring

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