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	Pansexual	Remote Area	High	PhD	Parenting, MMA, Cars	4	Barely	0.18	Choosy	78	12	0	139	24	0.39	11	Afternoon	Blocked	24	200	95.2	Sagittarius	Plus Size	Friends Only
Genderfluid	Straight	Rural	Very Low	PhD	Traveling, History, Astrology	12	Very Low	0.3	Balanced	56	6	3	319	48	0.5	4	Early Morning	One-sided Like	30	155	54.1	Sagittarius	Muscular	Serious Relationship
Non-binary	Demisexual	Remote Area	High	No Formal Education	Clubbing, Hiking, Crafting	206	Extreme User	0.45	Optimistic	67	1	5	23	85	0.34	16	Late Night	No Action	40	190	82.7	Leo	Curvy	Hookups
Male	Demisexual	Urban	Lower-Middle	Associate’s	Binge-Watching, Gaming, Poetry	41	Moderate	0.49	Optimistic	62	2	4	454	67	0.24	12	Afternoon	No Action	18	157	70.5	Aquarius	Muscular	Hookups
Male	Straight	Urban	High	Postdoc	Skating, Traveling, Social Activism	53	Moderate	0.5	Optimistic	43	28	6	296	71	0.09	14	Evening	Mutual Match	20	176	89.8	Sagittarius	Athletic	Friends Only
Non-binary	Asexual	Suburban	Lower-Middle	Bachelor’s	Social Activism, Cooking, Languages	76	High	0.52	Optimistic	88	16	0	441	13	0.52	11	Evening	Relationship Formed	26	174	59.9	Sagittarius	Average	Networking
Genderfluid	Pansexual	Remote Area	Upper-Middle	MBA	DIY, Astrology, Languages	43	Moderate	0.47	Optimistic	110	23	3	100	10	0.24	9	After Midnight	Date Happened	48	199	78.8	Aquarius	Average	Networking
Prefer Not to Say	Pansexual	Rural	Lower-Middle	MBA	Parenting, Spirituality, Stand-up Comedy	55	Moderate	0.02	Choosy	80	13	4	379	47	0.23	14	Late Night	Instant Match	22	152	48.1	Sagittarius	Curvy	Hookups
Non-binary	Demisexual	Rural	High	Associate’s	Clubbing, Politics, Board Games	161	Addicted	0.64	Optimistic	158	20	3	138	16	0.47	11	Afternoon	Chat Ignored	18	154	56.9	Gemini	Muscular	Hookups
Non-binary	Asexual	Small Town	Upper-Middle	No Formal Education	Running, Startups, History	185	Extreme User	0.42	Optimistic	183	26	6	90	21	0.27	1	Evening	Instant Match	43	185	90.4	Taurus	Slim	Friends Only
Genderfluid	Queer	Urban	Very Low	Master’s	Parenting, Memes, Traveling	117	High	0.65	Optimistic	71	18	2	103	64	0.22	8	After Midnight	No Action	36	176	82.7	Cancer	Plus Size	Hookups
Non-binary	Lesbian	Small Town	Lower-Middle	Diploma	Fitness, MMA, Cooking	136	Addicted	0.59	Optimistic	132	17	3	439	36	0.19	22	Late Night	No Action	26	168	56.7	Virgo	Average	Casual Dating
Transgender	Gay	Metro	Low	Associate’s	Tech, Makeup, Poetry	243	Extreme User	0.54	Optimistic	65	11	4	146	35	0.18	19	Evening	One-sided Like	51	184	79.9	Capricorn	Slim	Serious Relationship
Transgender	Queer	Remote Area	Very High	MBA	Astrology, Cars, Parenting	204	Extreme User	0.42	Optimistic	0	0	3	431	0	0.06	11	Evening	One-sided Like	18	170	61.8	Libra	Slim	Exploring
Male	Lesbian	Small Town	Middle	High School	Fashion, Painting, Anime	253	Extreme User	0.34	Balanced	6	4	2	382	37	0.39	22	Morning	One-sided Like	54	185	95.8	Cancer	Curvy	Casual Dating
Prefer Not to Say	Lesbian	Remote Area	High	No Formal Education	Board Games, Parenting, Movies	57	Moderate	0.49	Optimistic	68	12	6	406	31	0.49	23	After Midnight	Date Happened	24	180	77.8	Cancer	Plus Size	Friends Only
Prefer Not to Say	Lesbian	Remote Area	Very High	Postdoc	Gardening, Cars, Cooking	151	Addicted	0.4	Optimistic	86	24	1	349	2	0.2	0	After Midnight	Blocked	38	180	93.3	Scorpio	Slim	Exploring
Female	Lesbian	Suburban	Lower-Middle	Bachelor’s	Fitness, Sneaker Culture, Cars	125	Addicted	0.59	Optimistic	66	11	0	475	35	0.27	13	After Midnight	Chat Ignored	43	187	79.4	Leo	Plus Size	Friends Only
Female	Asexual	Metro	Low	High School	Yoga, Movies, Memes	75	High	0.56	Optimistic	36	6	0	471	75	0.25	3	Morning	Chat Ignored	19	161	62.2	Scorpio	Curvy	Exploring
Transgender	Bisexual	Remote Area	Middle	Master’s	Hiking, K-pop, Cars	101	High	0.55	Optimistic	14	0	6	248	70	0.38	5	Early Morning	Blocked	42	153	65.3	Libra	Average	Serious Relationship
Genderfluid	Asexual	Remote Area	Very High	Master’s	DIY, Spirituality, Meditation	184	Extreme User	0.81	Swipe Maniac	89	23	3	58	95	0.25	7	Morning	Catfished	38	195	100.8	Scorpio	Muscular	Friends Only
Genderfluid	Demisexual	Metro	Low	Diploma	Stand-up Comedy, Parenting, Art	73	High	0.29	Balanced	39	26	3	429	41	0.25	17	Afternoon	No Action	28	198	97.2	Cancer	Slim	Casual Dating
Male	Straight	Suburban	Very Low	Bachelor’s	Painting, Photography, Binge-Watching	263	Extreme User	0.77	Swipe Maniac	73	16	2	484	8	0.26	15	Afternoon	Catfished	41	169	68.3	Aries	Plus Size	Friends Only
Transgender	Straight	Metro	High	Bachelor’s	Coding, Hiking, Yoga	193	Extreme User	0.95	Swipe Maniac	5	3	0	230	41	0.08	7	Early Morning	Ghosted	49	162	47.5	Sagittarius	Plus Size	Casual Dating
Female	Gay	Suburban	Lower-Middle	Postdoc	Politics, K-pop, Crafting	225	Extreme User	0.23	Balanced	89	30	4	377	61	0.22	3	Afternoon	Ghosted	48	197	81.1	Aquarius	Muscular	Serious Relationship
Prefer Not to Say	Queer	Remote Area	Very Low	Postdoc	Painting, Cooking, K-pop	280	Extreme User	0.32	Balanced	137	2	0	266	11	0.39	1	Afternoon	Relationship Formed	28	179	70.2	Sagittarius	Average	Casual Dating
Non-binary	Gay	Suburban	Lower-Middle	No Formal Education	Anime, Parenting, Skating	90	High	0.45	Optimistic	106	19	2	212	69	0.16	22	Morning	One-sided Like	39	150	52.0	Aries	Athletic	Serious Relationship
Transgender	Queer	Rural	Middle	PhD	Art, Politics, Board Games	19	Low	0.19	Choosy	68	10	5	267	25	0.44	13	After Midnight	Date Happened	48	152	65.6	Libra	Athletic	Networking
Male	Asexual	Suburban	Lower-Middle	No Formal Education	Coding, Cooking, Anime	267	Extreme User	0.65	Optimistic	136	20	3	428	80	0.39	18	After Midnight	Ghosted	50	170	82.4	Virgo	Plus Size	Friends Only
Transgender	Demisexual	Small Town	Very High	High School	Anime, Gaming, Politics	49	Moderate	0.29	Balanced	41	19	4	181	34	0.11	12	After Midnight	One-sided Like	30	150	55.1	Leo	Muscular	Friends Only
Female	Pansexual	Small Town	High	No Formal Education	Parenting, Politics, Anime	163	Addicted	0.21	Balanced	38	22	2	173	27	0.04	18	Morning	Catfished	52	198	107.0	Libra	Plus Size	Casual Dating
Male	Gay	Small Town	Very High	No Formal Education	Dancing, Memes, Investing	135	Addicted	0.41	Optimistic	193	12	3	190	70	0.16	1	Late Night	One-sided Like	36	152	41.8	Sagittarius	Curvy	Friends Only
Non-binary	Bisexual	Remote Area	Low	High School	Binge-Watching, Motorcycling, Fashion	19	Low	0.12	Choosy	14	3	0	484	84	0.18	10	After Midnight	Ghosted	22	151	47.9	Aries	Muscular	Exploring
Transgender	Asexual	Metro	Low	Associate’s	K-pop, Anime, Podcasts	86	High	0.39	Balanced	1	1	4	303	52	0.06	11	Late Night	Date Happened	29	188	98.6	Leo	Plus Size	Serious Relationship
Female	Queer	Small Town	Low	PhD	Gaming, Skating, Motorcycling	20	Low	0.71	Swipe Maniac	59	24	5	373	5	0.12	6	Afternoon	One-sided Like	26	165	49.5	Leo	Average	Hookups
Female	Pansexual	Remote Area	High	High School	Stand-up Comedy, Art, Politics	262	Extreme User	0.25	Balanced	92	26	4	63	55	0.04	7	Evening	No Action	22	148	51.0	Sagittarius	Muscular	Hookups
Male	Gay	Urban	Middle	High School	Foodie, Spirituality, Photography	269	Extreme User	0.82	Swipe Maniac	76	0	3	147	84	0.45	4	Evening	Relationship Formed	24	152	55.9	Aries	Average	Networking
Prefer Not to Say	Straight	Rural	Very High	Associate’s	Hiking, Yoga, MMA	297	Extreme User	0.49	Optimistic	36	30	3	498	71	0.2	12	Morning	Catfished	56	158	47.2	Pisces	Muscular	Casual Dating
Female	Gay	Small Town	Middle	Postdoc	Fitness, MMA, Painting	258	Extreme User	0.23	Balanced	47	19	6	434	70	0.23	16	Early Morning	Mutual Match	48	197	111.0	Aries	Curvy	Hookups
Genderfluid	Queer	Suburban	Low	No Formal Education	History, Motorcycling, Fitness	88	High	0.23	Balanced	149	4	0	428	100	0.38	2	Evening	No Action	41	183	69.3	Aquarius	Average	Friends Only
Non-binary	Gay	Rural	Lower-Middle	MBA	Board Games, Investing, Yoga	59	Moderate	0.68	Optimistic	55	6	0	367	78	0.18	3	Early Morning	Ghosted	46	195	108.0	Cancer	Curvy	Friends Only
Genderfluid	Bisexual	Rural	Very High	High School	Meditation, Crafting, Foodie	23	Low	0.7	Swipe Maniac	49	20	6	287	15	0.16	22	Evening	One-sided Like	49	146	61.8	Cancer	Slim	Friends Only
Transgender	Demisexual	Small Town	Very High	PhD	Art, History, Skating	203	Extreme User	0.72	Swipe Maniac	190	5	1	155	9	0.76	4	Early Morning	One-sided Like	55	160	59.1	Virgo	Muscular	Hookups
Female	Asexual	Urban	Upper-Middle	Diploma	Pets, Startups, Meditation	248	Extreme User	0.38	Balanced	101	3	1	36	61	0.21	0	Evening	Instant Match	42	185	66.7	Libra	Athletic	Casual Dating
Non-binary	Lesbian	Rural	Lower-Middle	Postdoc	Investing, Stand-up Comedy, Running	198	Extreme User	0.52	Optimistic	26	6	6	482	5	0.29	23	Early Morning	Mutual Match	36	176	73.7	Capricorn	Average	Friends Only
Genderfluid	Queer	Metro	Very High	MBA	Meditation, K-pop, Cars	232	Extreme User	0.35	Balanced	7	0	6	182	63	0.2	21	Early Morning	Mutual Match	45	185	86.6	Libra	Slim	Friends Only
Female	Queer	Small Town	Middle	Associate’s	History, Politics, Writing	197	Extreme User	0.71	Swipe Maniac	24	5	4	188	75	0.2	6	After Midnight	No Action	40	199	83.2	Aquarius	Athletic	Hookups
Genderfluid	Queer	Suburban	Upper-Middle	Diploma	History, Movies, Anime	37	Moderate	0.55	Optimistic	108	30	1	332	84	0.19	16	Morning	Instant Match	20	176	82.7	Virgo	Slim	Networking
Transgender	Bisexual	Suburban	Middle	Master’s	Hiking, Languages, Spirituality	211	Extreme User	0.16	Choosy	121	25	0	210	20	0.48	19	Evening	Chat Ignored	35	159	46.0	Cancer	Athletic	Friends Only
Non-binary	Pansexual	Rural	Very Low	Postdoc	Startups, Memes, Art	147	Addicted	0.57	Optimistic	193	8	1	471	84	0.29	13	Evening	Ghosted	39	150	51.8	Virgo	Average	Casual Dating
Female	Lesbian	Urban	Very Low	Associate’s	Yoga, Podcasts, Astrology	169	Addicted	0.57	Optimistic	187	29	6	293	69	0.21	14	After Midnight	Chat Ignored	27	181	96.3	Libra	Slim	Casual Dating
Non-binary	Asexual	Rural	Lower-Middle	No Formal Education	Sneaker Culture, Pets, Spirituality	190	Extreme User	0.43	Optimistic	93	10	6	103	17	0.23	18	Morning	Ghosted	38	154	46.7	Pisces	Plus Size	Friends Only
Genderfluid	Bisexual	Small Town	Middle	MBA	Pets, Podcasts, MMA	86	High	0.16	Choosy	106	7	1	315	17	0.4	16	Afternoon	One-sided Like	23	162	48.8	Gemini	Slim	Hookups
Genderfluid	Straight	Remote Area	Low	Postdoc	Astrology, Motorcycling, Politics	3	Barely	0.65	Optimistic	75	10	3	344	76	0.28	5	Afternoon	Blocked	31	157	45.6	Leo	Curvy	Serious Relationship
Non-binary	Lesbian	Remote Area	Very High	Bachelor’s	Painting, Podcasts, Running	19	Low	0.39	Balanced	103	24	2	299	86	0.17	5	After Midnight	Ghosted	43	198	72.5	Libra	Curvy	Casual Dating
Transgender	Queer	Remote Area	Lower-Middle	Diploma	Makeup, Spirituality, Running	115	High	0.88	Swipe Maniac	163	4	3	294	8	0.3	20	After Midnight	Instant Match	50	164	52.7	Cancer	Slim	Hookups
Genderfluid	Asexual	Suburban	Very High	PhD	Movies, Politics, Crafting	163	Addicted	0.75	Swipe Maniac	51	14	0	450	38	0.47	17	Afternoon	One-sided Like	43	187	87.8	Capricorn	Average	Hookups
Non-binary	Asexual	Suburban	Low	Master’s	Hiking, Writing, Crafting	213	Extreme User	0.49	Optimistic	91	17	6	238	25	0.57	17	After Midnight	One-sided Like	34	191	105.8	Virgo	Curvy	Hookups
Transgender	Asexual	Rural	Lower-Middle	Diploma	Gardening, Music, Yoga	3	Barely	0.3	Balanced	77	3	5	454	58	0.34	6	After Midnight	Ghosted	35	192	99.2	Libra	Muscular	Exploring
Genderfluid	Lesbian	Remote Area	Upper-Middle	No Formal Education	Hiking, Painting, Foodie	159	Addicted	0.59	Optimistic	174	10	6	420	63	0.11	18	Late Night	Date Happened	24	199	95.0	Pisces	Plus Size	Casual Dating
Non-binary	Pansexual	Small Town	High	MBA	Skating, Startups, Hiking	199	Extreme User	0.4	Optimistic	34	27	3	182	82	0.1	12	Late Night	Date Happened	18	146	42.8	Sagittarius	Curvy	Hookups
Non-binary	Straight	Urban	Low	PhD	Stand-up Comedy, MMA, Photography	226	Extreme User	0.39	Balanced	57	22	2	489	75	0.07	3	After Midnight	Ghosted	59	170	66.5	Gemini	Athletic	Serious Relationship
Transgender	Pansexual	Remote Area	Low	Postdoc	Coding, DIY, Dancing	19	Low	0.51	Optimistic	142	27	4	98	22	0.2	22	Morning	No Action	37	200	80.8	Gemini	Slim	Friends Only
Prefer Not to Say	Demisexual	Small Town	Upper-Middle	Associate’s	Gaming, Yoga, Binge-Watching	49	Moderate	0.28	Balanced	33	3	1	225	95	0.38	21	After Midnight	Catfished	52	181	80.3	Sagittarius	Plus Size	Exploring
Female	Bisexual	Metro	Very High	Postdoc	Poetry, Painting, DIY	270	Extreme User	0.33	Balanced	162	22	1	142	35	0.31	14	Early Morning	Catfished	18	176	62.9	Capricorn	Plus Size	Friends Only
Prefer Not to Say	Straight	Urban	Very High	Diploma	Binge-Watching, K-pop, Clubbing	112	High	0.16	Choosy	10	5	2	479	35	0.16	21	Morning	One-sided Like	47	149	45.1	Leo	Slim	Serious Relationship
Non-binary	Queer	Remote Area	High	Master’s	Foodie, Pets, Music	239	Extreme User	0.17	Choosy	102	23	2	255	82	0.39	4	Evening	Relationship Formed	23	147	47.8	Sagittarius	Athletic	Networking
Female	Pansexual	Urban	Middle	Associate’s	Crafting, Makeup, Music	201	Extreme User	0.66	Optimistic	178	22	2	201	70	0.43	17	Late Night	Blocked	31	190	80.9	Scorpio	Curvy	Serious Relationship
Genderfluid	Pansexual	Suburban	High	Bachelor’s	Cars, K-pop, Investing	19	Low	0.56	Optimistic	8	5	4	309	10	0.19	15	Afternoon	Instant Match	27	168	79.9	Virgo	Curvy	Exploring
Transgender	Bisexual	Rural	Lower-Middle	Postdoc	Skating, Sneaker Culture, Running	68	High	0.21	Balanced	32	19	3	2	69	0.57	3	Afternoon	No Action	57	164	58.6	Aquarius	Athletic	Exploring
Transgender	Pansexual	Rural	Upper-Middle	Diploma	Traveling, Crafting, Cooking	1	Barely	0.42	Optimistic	3	2	0	336	70	0.31	15	Late Night	Instant Match	34	199	80.8	Virgo	Curvy	Casual Dating
Non-binary	Bisexual	Rural	Very Low	Master’s	Social Activism, Gaming, Fitness	114	High	0.3	Balanced	59	26	0	32	67	0.39	19	Morning	Relationship Formed	38	187	75.9	Aquarius	Athletic	Networking
Prefer Not to Say	Demisexual	Suburban	Upper-Middle	Bachelor’s	Poetry, Politics, Languages	250	Extreme User	0.16	Choosy	107	30	1	83	93	0.32	11	Morning	Date Happened	26	193	83.1	Libra	Curvy	Exploring
Genderfluid	Straight	Metro	Upper-Middle	Postdoc	Board Games, Gardening, K-pop	173	Addicted	0.3	Balanced	62	17	1	390	21	0.16	22	Early Morning	Date Happened	30	146	39.0	Taurus	Muscular	Networking
Transgender	Straight	Urban	Upper-Middle	Postdoc	Hiking, Photography, Cars	60	High	0.34	Balanced	7	6	4	221	99	0.28	3	After Midnight	Blocked	54	174	73.3	Libra	Athletic	Friends Only
Genderfluid	Demisexual	Remote Area	Middle	High School	Fitness, Music, Motorcycling	166	Addicted	0.75	Swipe Maniac	137	3	6	49	2	0.16	7	Afternoon	Ghosted	49	150	62.1	Capricorn	Athletic	Serious Relationship
Female	Queer	Suburban	Very High	Diploma	Politics, Gardening, Movies	82	High	0.62	Optimistic	143	27	0	261	50	0.32	5	Morning	One-sided Like	47	195	101.1	Leo	Average	Networking
Female	Gay	Small Town	Low	Postdoc	Music, History, Podcasts	46	Moderate	0.62	Optimistic	146	15	5	352	86	0.04	10	After Midnight	Catfished	36	155	59.3	Gemini	Curvy	Friends Only
Genderfluid	Lesbian	Small Town	Middle	Bachelor’s	Cars, Astrology, Reading	204	Extreme User	0.42	Optimistic	110	14	5	285	63	0.57	13	After Midnight	Date Happened	57	192	94.7	Capricorn	Slim	Hookups
Female	Queer	Rural	Low	No Formal Education	History, Parenting, Stand-up Comedy	186	Extreme User	0.5	Optimistic	7	6	2	126	58	0.46	4	Early Morning	Relationship Formed	22	175	65.5	Aquarius	Athletic	Friends Only
Transgender	Bisexual	Urban	Middle	PhD	Skating, Fitness, Binge-Watching	257	Extreme User	0.41	Optimistic	12	3	5	232	2	0.24	5	Early Morning	Ghosted	41	153	44.5	Libra	Plus Size	Exploring
Male	Lesbian	Metro	Upper-Middle	Bachelor’s	Meditation, Tech, Stand-up Comedy	65	High	0.53	Optimistic	14	12	3	305	6	0.12	0	Afternoon	Date Happened	31	163	76.5	Virgo	Slim	Networking
Female	Lesbian	Urban	Upper-Middle	Postdoc	Movies, Astrology, Hiking	7	Very Low	0.46	Optimistic	184	6	0	498	11	0.06	0	Evening	No Action	56	186	67.8	Libra	Muscular	Serious Relationship
Transgender	Gay	Metro	Very Low	Postdoc	Makeup, Art, Memes	84	High	0.55	Optimistic	77	2	0	316	95	0.4	18	After Midnight	One-sided Like	23	193	73.0	Taurus	Slim	Casual Dating
Prefer Not to Say	Asexual	Metro	Middle	Diploma	Startups, Fitness, Cooking	246	Extreme User	0.54	Optimistic	73	7	4	390	68	0.14	16	Morning	No Action	41	180	60.3	Aries	Plus Size	Networking
Non-binary	Bisexual	Remote Area	Upper-Middle	Associate’s	Stand-up Comedy, Languages, Spirituality	255	Extreme User	0.45	Optimistic	56	19	3	141	13	0.17	6	After Midnight	Blocked	25	194	92.2	Aquarius	Average	Serious Relationship
Transgender	Lesbian	Remote Area	Very Low	Bachelor’s	Running, Sneaker Culture, Fitness	54	Moderate	0.47	Optimistic	171	20	1	173	46	0.19	2	Early Morning	Chat Ignored	22	187	69.2	Taurus	Athletic	Casual Dating
Genderfluid	Bisexual	Small Town	Very Low	High School	K-pop, Dancing, Hiking	103	High	0.43	Optimistic	14	10	4	86	50	0.54	5	After Midnight	Instant Match	57	164	79.6	Pisces	Athletic	Casual Dating
Male	Asexual	Urban	Upper-Middle	MBA	Painting, Gaming, Parenting	36	Moderate	0.18	Choosy	125	25	2	63	47	0.07	1	Early Morning	Instant Match	48	169	60.8	Scorpio	Muscular	Exploring
Genderfluid	Straight	Small Town	Upper-Middle	Bachelor’s	Astrology, Cars, Tech	247	Extreme User	0.38	Balanced	57	29	2	462	1	0.47	22	Morning	No Action	50	193	86.8	Scorpio	Plus Size	Networking
Male	Gay	Metro	Very Low	PhD	Startups, Meditation, Cars	185	Extreme User	0.33	Balanced	120	9	4	336	12	0.66	0	Evening	Mutual Match	43	195	75.3	Leo	Muscular	Casual Dating
Transgender	Pansexual	Remote Area	Upper-Middle	PhD	Painting, Pets, Investing	152	Addicted	0.68	Optimistic	55	15	1	350	72	0.21	17	Late Night	Chat Ignored	54	152	51.8	Aries	Plus Size	Serious Relationship
Genderfluid	Demisexual	Rural	Low	Postdoc	Photography, Stand-up Comedy, Foodie	164	Addicted	0.56	Optimistic	152	25	3	278	14	0.39	20	Morning	Chat Ignored	58	158	74.1	Libra	Slim	Casual Dating
Female	Lesbian	Small Town	High	MBA	Social Activism, History, Crafting	254	Extreme User	0.61	Optimistic	110	25	4	441	61	0.46	12	Late Night	Chat Ignored	39	182	74.5	Libra	Slim	Exploring
Genderfluid	Pansexual	Small Town	High	No Formal Education	Tattoos, Investing, Board Games	298	Extreme User	0.5	Optimistic	72	10	3	302	38	0.24	2	After Midnight	Blocked	37	172	86.1	Pisces	Plus Size	Serious Relationship
Transgender	Bisexual	Small Town	High	Diploma	Art, Dancing, Podcasts	18	Low	0.4	Optimistic	74	3	6	319	30	0.18	23	Early Morning	Mutual Match	25	177	73.9	Aries	Athletic	Casual Dating
Prefer Not to Say	Queer	Rural	Middle	High School	Reading, Spirituality, Gaming	164	Addicted	0.7	Swipe Maniac	33	2	1	19	47	0.23	10	Evening	Blocked	43	191	91.9	Aquarius	Average	Exploring
Non-binary	Queer	Remote Area	Lower-Middle	PhD	Cooking, Crafting, Skating	201	Extreme User	0.7	Swipe Maniac	45	0	0	156	25	0.51	7	Afternoon	Blocked	22	161	75.9	Sagittarius	Slim	Exploring
Male	Pansexual	Rural	Middle	Postdoc	Languages, Board Games, Photography	272	Extreme User	0.84	Swipe Maniac	16	4	3	198	62	0.63	1	Evening	Relationship Formed	31	176	71.9	Virgo	Muscular	Serious Relationship
Female	Demisexual	Small Town	Very Low	MBA	Cars, Startups, Gardening	3	Barely	0.34	Balanced	150	24	3	466	44	0.44	4	Early Morning	Mutual Match	19	152	41.6	Libra	Curvy	Hookups

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