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
Transgender	Pansexual	Metro	High	High School	Anime, Astrology, Skating	166	Addicted	0.73	Swipe Maniac	108	10	6	292	77	0.11	15	Morning	Relationship Formed	42	192	89.2	Sagittarius	Muscular	Serious Relationship
Prefer Not to Say	Pansexual	Remote Area	High	PhD	Pets, Motorcycling, Art	173	Addicted	0.62	Optimistic	156	20	2	453	22	0.53	9	Evening	No Action	55	148	49.7	Aries	Muscular	Casual Dating
Male	Pansexual	Small Town	Very Low	Diploma	Photography, Traveling, Clubbing	202	Extreme User	0.83	Swipe Maniac	61	1	2	389	47	0.3	21	Morning	Mutual Match	29	146	63.1	Leo	Plus Size	Friends Only
Transgender	Gay	Small Town	Lower-Middle	High School	Music, MMA, Poetry	5	Very Low	0.71	Swipe Maniac	106	2	4	159	99	0.22	12	Morning	One-sided Like	23	145	45.2	Scorpio	Athletic	Networking
Genderfluid	Bisexual	Suburban	High	Diploma	Gaming, Investing, Tech	104	High	0.67	Optimistic	91	26	4	262	40	0.35	14	Afternoon	One-sided Like	37	171	86.0	Libra	Curvy	Casual Dating
Non-binary	Demisexual	Metro	Very Low	Postdoc	Startups, Astrology, Tattoos	120	Addicted	0.66	Optimistic	197	9	0	438	65	0.22	1	Late Night	Relationship Formed	22	154	64.5	Pisces	Athletic	Serious Relationship
Female	Bisexual	Metro	Low	Master’s	Parenting, Clubbing, Reading	117	High	0.49	Optimistic	93	1	5	224	0	0.14	6	Morning	Date Happened	25	173	61.4	Libra	Athletic	Networking
Prefer Not to Say	Demisexual	Rural	Upper-Middle	PhD	K-pop, Coding, Makeup	7	Very Low	0.5	Optimistic	1	0	1	450	86	0.17	19	Afternoon	Chat Ignored	59	170	55.8	Libra	Plus Size	Friends Only
Male	Demisexual	Metro	High	Master’s	Startups, Tech, Art	113	High	0.67	Optimistic	34	17	4	122	86	0.33	3	Morning	Instant Match	49	181	72.1	Scorpio	Athletic	Exploring
Genderfluid	Asexual	Small Town	Upper-Middle	Associate’s	Board Games, Painting, Traveling	46	Moderate	0.34	Balanced	179	22	4	334	70	0.37	14	Early Morning	No Action	50	181	72.7	Leo	Average	Friends Only
Female	Straight	Remote Area	Middle	High School	Memes, Poetry, Hiking	186	Extreme User	0.3	Balanced	103	18	2	284	65	0.3	4	Early Morning	Ghosted	26	148	58.9	Aquarius	Slim	Casual Dating
Female	Demisexual	Metro	Upper-Middle	Master’s	Memes, Poetry, MMA	40	Moderate	0.77	Swipe Maniac	17	10	1	371	92	0.2	5	Afternoon	Catfished	55	196	112.2	Sagittarius	Slim	Hookups
Prefer Not to Say	Demisexual	Remote Area	Upper-Middle	PhD	Podcasts, Sneaker Culture, Coding	75	High	0.74	Swipe Maniac	147	3	6	388	11	0.16	10	Evening	Relationship Formed	24	181	65.5	Leo	Muscular	Networking
Female	Queer	Small Town	High	Diploma	Anime, Movies, Startups	68	High	0.3	Balanced	131	2	4	144	43	0.16	19	Evening	Instant Match	48	161	72.8	Cancer	Curvy	Serious Relationship
Female	Asexual	Metro	Lower-Middle	Diploma	Astrology, Binge-Watching, Investing	275	Extreme User	0.54	Optimistic	6	4	3	187	82	0.1	18	Morning	No Action	58	161	50.3	Aquarius	Athletic	Friends Only
Male	Demisexual	Suburban	Very High	No Formal Education	Crafting, Poetry, Foodie	65	High	0.45	Optimistic	36	2	4	38	97	0.47	0	Afternoon	Relationship Formed	18	148	40.5	Sagittarius	Curvy	Casual Dating
Genderfluid	Gay	Small Town	Middle	Postdoc	Crafting, Yoga, History	255	Extreme User	0.56	Optimistic	126	2	5	307	58	0.22	12	Evening	No Action	44	160	50.2	Capricorn	Athletic	Exploring
Non-binary	Lesbian	Metro	Low	Bachelor’s	Spirituality, Foodie, Dancing	139	Addicted	0.29	Balanced	92	3	2	6	50	0.36	20	Early Morning	Blocked	52	152	46.9	Capricorn	Muscular	Hookups
Genderfluid	Lesbian	Remote Area	Very High	Master’s	Foodie, Yoga, Coding	208	Extreme User	0.17	Choosy	75	22	0	150	66	0.34	0	After Midnight	One-sided Like	20	149	44.6	Pisces	Average	Serious Relationship
Transgender	Demisexual	Small Town	High	Associate’s	Parenting, Anime, Motorcycling	135	Addicted	0.39	Balanced	106	24	2	39	67	0.13	11	Morning	Instant Match	22	161	62.0	Taurus	Slim	Casual Dating
Genderfluid	Straight	Remote Area	Middle	No Formal Education	Painting, Parenting, Sneaker Culture	143	Addicted	0.52	Optimistic	113	23	6	191	31	0.44	1	Late Night	No Action	38	159	61.9	Capricorn	Slim	Casual Dating
Prefer Not to Say	Bisexual	Metro	Middle	Associate’s	Social Activism, Art, DIY	251	Extreme User	0.35	Balanced	196	9	2	239	94	0.17	10	Late Night	Instant Match	35	162	57.2	Scorpio	Curvy	Networking
Female	Demisexual	Urban	High	MBA	Social Activism, Yoga, Reading	237	Extreme User	0.6	Optimistic	106	9	5	44	82	0.15	14	Evening	Relationship Formed	30	145	38.1	Aquarius	Plus Size	Casual Dating
Genderfluid	Lesbian	Remote Area	Very High	Master’s	Stand-up Comedy, Crafting, Reading	44	Moderate	0.75	Swipe Maniac	53	28	4	313	11	0.31	4	Afternoon	Mutual Match	18	173	67.3	Scorpio	Muscular	Exploring
Non-binary	Gay	Urban	Very Low	No Formal Education	DIY, Coding, Fitness	159	Addicted	0.58	Optimistic	119	7	6	225	61	0.7	18	Evening	Mutual Match	47	173	60.8	Leo	Plus Size	Exploring
Non-binary	Asexual	Urban	Very Low	PhD	Hiking, Startups, Memes	29	Low	0.43	Optimistic	74	25	0	1	78	0.49	1	Late Night	Mutual Match	51	187	96.9	Pisces	Muscular	Serious Relationship
Male	Queer	Remote Area	Upper-Middle	No Formal Education	Cooking, K-pop, Astrology	23	Low	0.38	Balanced	24	6	1	53	68	0.53	23	Evening	Instant Match	21	164	78.3	Gemini	Muscular	Exploring
Prefer Not to Say	Demisexual	Suburban	Very Low	MBA	Dancing, Writing, Astrology	25	Low	0.56	Optimistic	102	5	3	391	2	0.07	20	Afternoon	One-sided Like	35	166	72.7	Scorpio	Average	Casual Dating
Genderfluid	Demisexual	Small Town	Lower-Middle	No Formal Education	Crafting, Hiking, Binge-Watching	244	Extreme User	0.36	Balanced	11	5	3	318	53	0.26	21	Early Morning	Date Happened	56	190	70.0	Leo	Curvy	Casual Dating
Non-binary	Bisexual	Rural	Very High	PhD	Music, Coding, Traveling	51	Moderate	0.16	Choosy	25	14	5	33	100	0.03	15	Morning	Date Happened	56	163	67.0	Cancer	Athletic	Networking
Male	Lesbian	Rural	Lower-Middle	MBA	Spirituality, Running, Fitness	147	Addicted	0.46	Optimistic	65	15	1	141	59	0.1	1	Late Night	Blocked	30	199	113.7	Capricorn	Plus Size	Networking
Male	Bisexual	Suburban	Very High	Master’s	Art, Reading, Running	103	High	0.54	Optimistic	124	23	4	298	13	0.53	1	Late Night	No Action	31	179	89.7	Cancer	Curvy	Friends Only
Male	Demisexual	Rural	Middle	MBA	Photography, Foodie, Meditation	289	Extreme User	0.79	Swipe Maniac	18	1	1	370	99	0.33	15	Evening	Instant Match	31	177	89.0	Pisces	Muscular	Friends Only
Male	Gay	Rural	Very High	PhD	Politics, Art, Tattoos	243	Extreme User	0.56	Optimistic	79	27	0	80	86	0.2	5	Evening	Catfished	48	163	63.2	Aquarius	Curvy	Friends Only
Genderfluid	Asexual	Urban	Low	Master’s	Languages, Astrology, MMA	294	Extreme User	0.81	Swipe Maniac	68	12	2	474	9	0.17	23	Late Night	Blocked	53	164	61.1	Gemini	Slim	Casual Dating
Non-binary	Queer	Urban	Lower-Middle	Associate’s	Hiking, Anime, Art	222	Extreme User	0.7	Swipe Maniac	191	14	1	363	64	0.34	6	Morning	Ghosted	34	146	58.4	Virgo	Average	Casual Dating
Transgender	Gay	Suburban	Very High	Master’s	Writing, Art, Pets	131	Addicted	0.53	Optimistic	21	12	3	114	98	0.17	8	Late Night	Relationship Formed	50	192	94.7	Libra	Plus Size	Exploring
Genderfluid	Bisexual	Urban	Upper-Middle	No Formal Education	Politics, Spirituality, Binge-Watching	100	High	0.42	Optimistic	67	9	4	179	6	0.16	2	Evening	Chat Ignored	45	200	113.2	Aquarius	Slim	Networking
Transgender	Demisexual	Small Town	Very High	PhD	Reading, Stand-up Comedy, Meditation	138	Addicted	0.41	Optimistic	10	9	5	425	50	0.32	15	Afternoon	Chat Ignored	53	169	80.3	Sagittarius	Plus Size	Networking
Transgender	Demisexual	Rural	Very High	High School	Hiking, Tech, Memes	74	High	0.57	Optimistic	43	30	4	348	29	0.32	15	Early Morning	Chat Ignored	19	180	85.2	Cancer	Muscular	Hookups
Male	Queer	Metro	Very High	High School	Crafting, Painting, History	284	Extreme User	0.71	Swipe Maniac	9	5	4	299	61	0.26	20	Early Morning	Mutual Match	49	195	103.0	Pisces	Plus Size	Casual Dating
Male	Pansexual	Remote Area	Very Low	Associate’s	Tech, Dancing, Traveling	132	Addicted	0.57	Optimistic	6	4	4	111	74	0.27	2	After Midnight	Ghosted	34	177	86.8	Scorpio	Muscular	Casual Dating
Genderfluid	Straight	Urban	High	High School	Coding, Languages, Politics	258	Extreme User	0.55	Optimistic	164	13	5	222	35	0.29	8	Late Night	Instant Match	59	194	86.2	Leo	Curvy	Networking
Transgender	Bisexual	Rural	Upper-Middle	Diploma	Music, Anime, MMA	23	Low	0.72	Swipe Maniac	78	5	3	308	93	0.49	3	Early Morning	Catfished	57	154	55.3	Scorpio	Curvy	Friends Only
Non-binary	Straight	Urban	Low	Associate’s	Yoga, Meditation, Art	69	High	0.27	Balanced	74	21	6	324	86	0.04	17	Late Night	Instant Match	41	153	51.7	Aries	Athletic	Hookups
Transgender	Queer	Suburban	Upper-Middle	MBA	Gaming, Writing, Tech	274	Extreme User	0.59	Optimistic	12	2	0	51	31	0.4	9	Morning	Date Happened	21	149	46.0	Pisces	Average	Serious Relationship
Prefer Not to Say	Gay	Suburban	Lower-Middle	Bachelor’s	Languages, Social Activism, Stand-up Comedy	87	High	0.25	Balanced	94	27	1	470	48	0.08	5	After Midnight	No Action	42	177	86.5	Aquarius	Slim	Friends Only
Female	Asexual	Metro	Lower-Middle	Bachelor’s	Dancing, Tattoos, MMA	201	Extreme User	0.65	Optimistic	175	18	4	241	60	0.15	16	Afternoon	Chat Ignored	18	187	95.8	Pisces	Muscular	Hookups
Transgender	Pansexual	Metro	Very Low	PhD	MMA, Gardening, Meditation	255	Extreme User	0.67	Optimistic	89	21	0	47	100	0.43	9	Evening	Date Happened	41	196	110.6	Sagittarius	Athletic	Hookups
Prefer Not to Say	Bisexual	Rural	Upper-Middle	PhD	Politics, Cars, Memes	210	Extreme User	0.14	Choosy	176	16	1	354	60	0.36	17	Early Morning	No Action	55	173	62.6	Scorpio	Slim	Casual Dating
Transgender	Asexual	Urban	High	PhD	Cooking, Gaming, Languages	46	Moderate	0.43	Optimistic	2	2	6	474	35	0.45	21	Evening	Catfished	50	188	98.6	Sagittarius	Curvy	Exploring
Male	Asexual	Urban	High	Bachelor’s	DIY, Poetry, Music	132	Addicted	0.28	Balanced	48	17	1	352	71	0.12	0	After Midnight	Chat Ignored	51	154	51.2	Gemini	Curvy	Serious Relationship
Male	Gay	Metro	Very Low	Associate’s	Pets, K-pop, Politics	250	Extreme User	0.47	Optimistic	150	22	3	267	98	0.18	22	Late Night	Catfished	19	170	57.5	Sagittarius	Average	Exploring
Non-binary	Bisexual	Urban	Very Low	Associate’s	Cooking, Languages, Poetry	63	High	0.33	Balanced	59	30	4	8	7	0.38	6	Late Night	Instant Match	37	158	74.4	Virgo	Muscular	Serious Relationship
Non-binary	Demisexual	Remote Area	Upper-Middle	Postdoc	DIY, Languages, Cooking	90	High	0.45	Optimistic	200	14	2	10	73	0.35	23	Afternoon	Instant Match	49	162	63.0	Aries	Athletic	Exploring
Genderfluid	Queer	Remote Area	Very High	Diploma	Foodie, Anime, K-pop	226	Extreme User	0.35	Balanced	1	1	3	183	65	0.4	9	Afternoon	Date Happened	20	165	53.6	Sagittarius	Average	Casual Dating
Transgender	Bisexual	Urban	Very High	MBA	Tattoos, Makeup, K-pop	107	High	0.35	Balanced	127	4	3	50	12	0.23	21	Late Night	Chat Ignored	28	156	52.6	Scorpio	Slim	Networking
Male	Demisexual	Small Town	Very High	Associate’s	Podcasts, Music, Binge-Watching	123	Addicted	0.87	Swipe Maniac	130	30	5	305	52	0.18	5	Early Morning	Chat Ignored	25	181	71.7	Aries	Athletic	Friends Only
Female	Demisexual	Metro	Very Low	Diploma	MMA, Yoga, Poetry	159	Addicted	0.32	Balanced	182	17	3	497	7	0.41	14	Afternoon	Mutual Match	34	156	50.6	Capricorn	Plus Size	Serious Relationship
Prefer Not to Say	Gay	Urban	Middle	Postdoc	Tattoos, Hiking, Gaming	278	Extreme User	0.64	Optimistic	26	12	4	492	33	0.31	2	Evening	Chat Ignored	18	191	73.3	Gemini	Slim	Exploring
Transgender	Straight	Remote Area	High	High School	Languages, Yoga, Podcasts	191	Extreme User	0.58	Optimistic	3	3	3	395	87	0.16	15	Afternoon	No Action	26	161	59.1	Aries	Average	Networking
Transgender	Queer	Small Town	Upper-Middle	High School	Skating, Dancing, Gaming	220	Extreme User	0.61	Optimistic	182	18	6	364	60	0.17	22	Afternoon	Chat Ignored	52	158	47.9	Gemini	Average	Networking
Male	Asexual	Remote Area	High	Bachelor’s	Reading, Spirituality, Tech	50	Moderate	0.46	Optimistic	36	28	4	434	39	0.15	8	Afternoon	Instant Match	37	172	54.4	Virgo	Average	Casual Dating
Male	Demisexual	Small Town	Lower-Middle	MBA	History, Fitness, Parenting	262	Extreme User	0.8	Swipe Maniac	177	14	3	290	79	0.2	22	Afternoon	Relationship Formed	22	145	44.4	Aquarius	Curvy	Networking
Non-binary	Lesbian	Urban	Upper-Middle	No Formal Education	Cooking, Music, Traveling	84	High	0.56	Optimistic	113	18	0	45	56	0.15	16	Late Night	One-sided Like	43	191	109.1	Sagittarius	Slim	Exploring
Transgender	Lesbian	Rural	Upper-Middle	Associate’s	Skating, Makeup, Reading	96	High	0.2	Balanced	111	18	4	444	42	0.21	21	Morning	Catfished	32	163	63.5	Sagittarius	Curvy	Hookups
Non-binary	Pansexual	Remote Area	High	High School	Fitness, Spirituality, Tattoos	128	Addicted	0.41	Optimistic	11	8	4	84	51	0.15	10	Evening	Date Happened	23	145	52.8	Cancer	Curvy	Hookups
Transgender	Queer	Urban	Middle	PhD	Parenting, Reading, Astrology	269	Extreme User	0.62	Optimistic	68	0	6	412	26	0.43	3	Afternoon	Catfished	48	198	112.9	Leo	Curvy	Exploring
Non-binary	Queer	Rural	Upper-Middle	Diploma	Clubbing, Gaming, Art	234	Extreme User	0.72	Swipe Maniac	85	29	0	381	96	0.24	14	After Midnight	Blocked	38	146	50.9	Gemini	Curvy	Friends Only
Genderfluid	Pansexual	Small Town	Very High	MBA	Coding, Writing, DIY	216	Extreme User	0.49	Optimistic	3	1	1	479	73	0.36	1	Evening	Instant Match	41	193	74.9	Virgo	Muscular	Casual Dating
Genderfluid	Pansexual	Urban	Low	MBA	Hiking, Makeup, Tech	78	High	0.31	Balanced	165	1	6	24	62	0.19	22	Late Night	One-sided Like	58	148	40.1	Libra	Curvy	Networking
Prefer Not to Say	Queer	Suburban	Low	No Formal Education	Binge-Watching, DIY, Pets	298	Extreme User	0.68	Optimistic	134	7	4	427	45	0.28	9	Late Night	Mutual Match	42	147	47.1	Gemini	Average	Exploring
Genderfluid	Bisexual	Suburban	High	PhD	Startups, Pets, Investing	29	Low	0.72	Swipe Maniac	153	2	0	400	24	0.1	11	Afternoon	Mutual Match	18	170	63.0	Taurus	Average	Serious Relationship
Male	Pansexual	Urban	Middle	High School	Poetry, Social Activism, Podcasts	30	Moderate	0.56	Optimistic	70	27	3	308	52	0.06	5	Late Night	One-sided Like	33	194	94.8	Sagittarius	Athletic	Exploring
Female	Demisexual	Urban	Middle	Diploma	Dancing, Crafting, DIY	291	Extreme User	0.41	Optimistic	139	7	4	335	78	0.26	9	Morning	Mutual Match	34	186	96.5	Pisces	Curvy	Networking
Male	Pansexual	Metro	Very High	MBA	Skating, Meditation, Painting	70	High	0.38	Balanced	120	29	0	15	59	0.16	14	Late Night	No Action	58	185	73.9	Cancer	Athletic	Exploring
Transgender	Demisexual	Small Town	Very High	No Formal Education	Foodie, K-pop, Parenting	151	Addicted	0.29	Balanced	64	3	0	144	75	0.56	12	Morning	Catfished	30	154	44.8	Cancer	Curvy	Serious Relationship
Non-binary	Pansexual	Remote Area	Upper-Middle	Associate’s	Dancing, Podcasts, Tech	98	High	0.63	Optimistic	199	26	4	135	80	0.42	2	After Midnight	Blocked	52	161	73.1	Leo	Curvy	Networking
Male	Queer	Urban	Middle	High School	Yoga, Cooking, Traveling	104	High	0.78	Swipe Maniac	124	24	4	487	13	0.42	3	Early Morning	Blocked	27	199	98.6	Sagittarius	Muscular	Casual Dating
Genderfluid	Demisexual	Remote Area	Very High	No Formal Education	DIY, Fashion, K-pop	137	Addicted	0.8	Swipe Maniac	73	7	0	465	54	0.02	13	Late Night	Mutual Match	26	173	77.2	Aquarius	Plus Size	Exploring
Transgender	Asexual	Small Town	High	Associate’s	Parenting, Crafting, Foodie	243	Extreme User	0.55	Optimistic	197	1	1	89	80	0.02	4	After Midnight	Relationship Formed	55	197	73.3	Pisces	Slim	Casual Dating
Prefer Not to Say	Asexual	Metro	Lower-Middle	No Formal Education	Dancing, Sneaker Culture, Skating	33	Moderate	0.32	Balanced	176	9	3	439	11	0.6	7	Afternoon	Ghosted	49	146	59.9	Leo	Plus Size	Serious Relationship
Prefer Not to Say	Bisexual	Suburban	High	Bachelor’s	Music, Skating, Motorcycling	131	Addicted	0.53	Optimistic	116	19	5	38	7	0.14	5	Early Morning	Date Happened	20	159	46.0	Cancer	Curvy	Friends Only
Genderfluid	Pansexual	Rural	Lower-Middle	MBA	Photography, Motorcycling, Traveling	58	Moderate	0.7	Swipe Maniac	50	20	0	140	14	0.16	14	Morning	Instant Match	43	153	54.1	Gemini	Muscular	Hookups
Prefer Not to Say	Bisexual	Suburban	High	Bachelor’s	Board Games, Politics, Spirituality	11	Very Low	0.16	Choosy	45	2	0	350	28	0.13	0	After Midnight	Chat Ignored	32	156	60.4	Virgo	Average	Networking
Male	Gay	Urban	High	No Formal Education	Fitness, Motorcycling, Memes	195	Extreme User	0.39	Balanced	105	3	0	370	28	0.14	7	Early Morning	Instant Match	35	174	83.9	Pisces	Muscular	Casual Dating
Prefer Not to Say	Demisexual	Small Town	Upper-Middle	No Formal Education	Tattoos, Fashion, Binge-Watching	17	Low	0.19	Choosy	148	13	6	374	16	0.31	22	Late Night	Chat Ignored	22	146	58.0	Taurus	Curvy	Networking
Transgender	Asexual	Metro	High	Bachelor’s	Yoga, Investing, Podcasts	270	Extreme User	0.68	Optimistic	77	11	6	130	93	0.43	9	Evening	One-sided Like	26	173	73.3	Pisces	Plus Size	Serious Relationship
Male	Bisexual	Small Town	Very Low	Associate’s	Board Games, Reading, Parenting	292	Extreme User	0.62	Optimistic	94	29	2	392	40	0.59	6	Afternoon	Mutual Match	24	145	52.6	Capricorn	Average	Serious Relationship
Female	Queer	Rural	Very High	High School	Gaming, Painting, Traveling	147	Addicted	0.26	Balanced	56	13	3	80	17	0.13	5	Morning	Ghosted	21	157	63.1	Libra	Plus Size	Exploring
Transgender	Bisexual	Rural	Very High	Bachelor’s	DIY, Sneaker Culture, Languages	121	Addicted	0.46	Optimistic	177	17	4	122	98	0.15	1	Afternoon	No Action	28	153	52.9	Aquarius	Average	Serious Relationship
Transgender	Asexual	Metro	Low	High School	Foodie, Traveling, Sneaker Culture	205	Extreme User	0.47	Optimistic	199	19	0	101	39	0.25	20	Late Night	No Action	59	162	74.8	Capricorn	Athletic	Exploring
Non-binary	Demisexual	Small Town	Upper-Middle	Master’s	Startups, DIY, Coding	76	High	0.43	Optimistic	184	29	5	197	52	0.12	5	Afternoon	Instant Match	36	161	67.9	Leo	Plus Size	Friends Only
Genderfluid	Queer	Small Town	High	No Formal Education	Poetry, Crafting, Astrology	248	Extreme User	0.58	Optimistic	72	5	1	236	65	0.47	4	Early Morning	Instant Match	31	183	85.7	Virgo	Athletic	Hookups
Transgender	Demisexual	Urban	Middle	No Formal Education	Meditation, Tattoos, Pets	143	Addicted	0.01	Choosy	52	17	1	33	94	0.5	20	Afternoon	Mutual Match	34	183	98.8	Capricorn	Curvy	Exploring
Prefer Not to Say	Pansexual	Metro	Low	Master’s	Cars, Skating, Music	111	High	0.3	Balanced	0	0	0	375	33	0.39	18	Late Night	Blocked	18	194	77.2	Pisces	Athletic	Serious Relationship
Prefer Not to Say	Gay	Metro	Very Low	Master’s	Politics, Clubbing, Yoga	197	Extreme User	0.55	Optimistic	2	1	3	182	70	0.47	17	Late Night	One-sided Like	21	154	49.3	Sagittarius	Plus Size	Serious Relationship
Male	Straight	Metro	Very High	PhD	Languages, Skating, Hiking	262	Extreme User	0.38	Balanced	114	1	4	387	41	0.17	21	Evening	One-sided Like	46	198	111.7	Leo	Average	Networking
Prefer Not to Say	Pansexual	Remote Area	Very High	No Formal Education	Fashion, Languages, Board Games	116	High	0.61	Optimistic	39	0	6	195	48	0.1	19	Late Night	Blocked	38	161	69.7	Taurus	Plus Size	Exploring
Male	Bisexual	Urban	Very High	Associate’s	Sneaker Culture, History, Fitness	205	Extreme User	0.59	Optimistic	126	6	5	113	12	0.21	5	After Midnight	Relationship Formed	52	200	84.8	Gemini	Plus Size	Serious Relationship

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