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	Demisexual	Remote Area	Middle	PhD	Social Activism, Investing, Tech	95	High	0.43	Optimistic	8	3	0	203	15	0.36	22	After Midnight	Blocked	58	158	72.6	Libra	Slim	Exploring
Male	Queer	Metro	Upper-Middle	No Formal Education	Astrology, Fitness, Memes	21	Low	0.89	Swipe Maniac	53	17	5	273	28	0.33	6	Morning	One-sided Like	37	182	95.1	Aquarius	Average	Casual Dating
Prefer Not to Say	Asexual	Remote Area	High	High School	Investing, Music, Movies	203	Extreme User	0.75	Swipe Maniac	103	8	4	418	1	0.05	5	Morning	Chat Ignored	34	184	94.1	Aquarius	Muscular	Friends Only
Female	Straight	Urban	Very High	Associate’s	Investing, Stand-up Comedy, Motorcycling	187	Extreme User	0.17	Choosy	49	2	0	181	35	0.25	21	Morning	Catfished	41	187	87.4	Sagittarius	Athletic	Networking
Transgender	Gay	Rural	Middle	Associate’s	Spirituality, Reading, Foodie	296	Extreme User	0.62	Optimistic	21	0	5	193	99	0.21	13	Early Morning	Relationship Formed	45	175	78.1	Pisces	Slim	Serious Relationship
Transgender	Lesbian	Suburban	High	MBA	Writing, Gaming, Coding	203	Extreme User	0.85	Swipe Maniac	9	2	3	467	83	0.08	5	Morning	No Action	33	147	52.5	Capricorn	Curvy	Friends Only
Transgender	Lesbian	Suburban	Lower-Middle	High School	Podcasts, Languages, Motorcycling	74	High	0.66	Optimistic	109	30	5	50	99	0.27	7	Afternoon	Mutual Match	25	198	84.7	Scorpio	Plus Size	Serious Relationship
Transgender	Lesbian	Urban	Very Low	Postdoc	Coding, Dancing, Cooking	165	Addicted	0.46	Optimistic	122	27	4	455	74	0.58	15	After Midnight	Mutual Match	46	175	87.6	Scorpio	Plus Size	Hookups
Transgender	Lesbian	Remote Area	Upper-Middle	Postdoc	Cooking, Dancing, Makeup	244	Extreme User	0.49	Optimistic	164	11	1	444	54	0.09	16	Evening	Chat Ignored	20	185	69.1	Aquarius	Slim	Exploring
Non-binary	Straight	Small Town	Low	MBA	Languages, Reading, Crafting	200	Extreme User	0.5	Optimistic	142	29	6	344	20	0.28	3	Afternoon	Mutual Match	57	179	60.6	Capricorn	Average	Networking
Transgender	Bisexual	Metro	Low	No Formal Education	Stand-up Comedy, MMA, Clubbing	42	Moderate	0.17	Choosy	71	24	1	296	2	0.18	6	Late Night	Mutual Match	18	194	95.6	Cancer	Slim	Networking
Genderfluid	Lesbian	Urban	Very Low	Master’s	Sneaker Culture, K-pop, Binge-Watching	90	High	0.7	Swipe Maniac	101	25	0	246	0	0.49	20	Morning	No Action	38	198	83.1	Pisces	Plus Size	Hookups
Transgender	Pansexual	Small Town	Very High	Master’s	Social Activism, Running, History	267	Extreme User	0.35	Balanced	183	17	6	271	78	0.16	5	Early Morning	Blocked	29	190	75.8	Virgo	Athletic	Networking
Female	Queer	Suburban	Upper-Middle	High School	Astrology, Pets, Yoga	106	High	0.34	Balanced	44	4	4	232	85	0.31	21	Morning	Instant Match	57	187	71.7	Aries	Muscular	Networking
Non-binary	Straight	Urban	Lower-Middle	Associate’s	Languages, MMA, Coding	250	Extreme User	0.87	Swipe Maniac	197	28	2	149	30	0.2	20	Early Morning	Relationship Formed	31	151	46.3	Leo	Slim	Friends Only
Genderfluid	Demisexual	Rural	Lower-Middle	Bachelor’s	Clubbing, Painting, Gaming	29	Low	0.69	Optimistic	121	26	5	425	73	0.3	5	After Midnight	No Action	35	146	59.5	Capricorn	Curvy	Friends Only
Transgender	Bisexual	Metro	Middle	Postdoc	Fitness, Skating, Writing	184	Extreme User	0.63	Optimistic	163	20	2	331	2	0.2	8	Afternoon	Relationship Formed	34	176	56.4	Pisces	Athletic	Exploring
Female	Queer	Rural	Very Low	No Formal Education	Sneaker Culture, Gardening, Clubbing	16	Low	0.83	Swipe Maniac	157	18	0	374	24	0.25	3	Evening	Ghosted	30	150	63.0	Sagittarius	Curvy	Exploring
Male	Gay	Suburban	Very High	Master’s	Meditation, Parenting, Investing	1	Barely	0.76	Swipe Maniac	72	6	1	121	14	0.19	11	After Midnight	Chat Ignored	52	192	88.1	Capricorn	Curvy	Exploring
Genderfluid	Demisexual	Rural	Very Low	High School	Gaming, Reading, Memes	207	Extreme User	0.7	Swipe Maniac	7	1	4	346	25	0.09	6	Afternoon	Ghosted	55	169	76.8	Cancer	Average	Casual Dating
Male	Demisexual	Suburban	Low	MBA	Gaming, MMA, Makeup	106	High	0.21	Balanced	19	12	5	141	16	0.56	12	Evening	Blocked	59	188	101.1	Capricorn	Plus Size	Hookups
Female	Gay	Metro	Very Low	Bachelor’s	Gaming, Languages, Yoga	97	High	0.28	Balanced	26	0	0	243	10	0.43	22	Evening	One-sided Like	27	197	98.2	Libra	Athletic	Serious Relationship
Genderfluid	Pansexual	Rural	Middle	Bachelor’s	Dancing, Astrology, Crafting	56	Moderate	0.54	Optimistic	154	21	5	293	46	0.19	0	Late Night	One-sided Like	42	177	58.3	Libra	Plus Size	Serious Relationship
Genderfluid	Straight	Urban	Very High	Master’s	Poetry, Running, Politics	183	Extreme User	0.27	Balanced	40	25	3	115	46	0.15	19	Afternoon	One-sided Like	35	154	49.3	Libra	Plus Size	Exploring
Transgender	Demisexual	Suburban	Lower-Middle	Diploma	Spirituality, Photography, Fitness	14	Very Low	0.51	Optimistic	38	22	1	412	67	0.49	12	Evening	One-sided Like	34	166	78.3	Gemini	Average	Serious Relationship
Male	Demisexual	Metro	Lower-Middle	MBA	Music, Anime, Coding	297	Extreme User	0.21	Balanced	42	30	1	187	57	0.12	14	Evening	No Action	51	145	41.4	Scorpio	Average	Serious Relationship
Male	Pansexual	Small Town	Very Low	Master’s	Skating, Reading, Gardening	172	Addicted	0.43	Optimistic	49	4	1	365	63	0.59	21	Late Night	Catfished	23	176	81.2	Virgo	Muscular	Exploring
Transgender	Asexual	Suburban	Middle	High School	Foodie, Stand-up Comedy, Clubbing	267	Extreme User	0.58	Optimistic	159	22	6	473	67	0.3	19	After Midnight	One-sided Like	36	158	59.9	Virgo	Muscular	Hookups
Transgender	Bisexual	Urban	Middle	High School	Foodie, Photography, Reading	34	Moderate	0.3	Balanced	66	5	5	134	14	0.22	5	Afternoon	Relationship Formed	25	165	70.0	Sagittarius	Slim	Serious Relationship
Non-binary	Asexual	Rural	Middle	PhD	Tech, Cooking, MMA	104	High	0.68	Optimistic	113	2	5	240	91	0.61	8	Early Morning	Catfished	21	151	41.5	Scorpio	Muscular	Exploring
Male	Demisexual	Metro	Upper-Middle	Master’s	Memes, Foodie, Social Activism	27	Low	0.52	Optimistic	138	11	3	379	0	0.53	6	Afternoon	Mutual Match	49	168	58.1	Virgo	Average	Casual Dating
Male	Gay	Metro	Middle	High School	Clubbing, Music, DIY	53	Moderate	0.26	Balanced	52	20	0	58	13	0.21	21	Morning	Date Happened	22	166	76.9	Virgo	Curvy	Networking
Female	Bisexual	Urban	High	Postdoc	Podcasts, Social Activism, Reading	232	Extreme User	0.3	Balanced	41	0	1	493	40	0.29	15	Late Night	Chat Ignored	42	189	87.5	Gemini	Plus Size	Networking
Non-binary	Demisexual	Rural	Very Low	No Formal Education	Cooking, Makeup, K-pop	162	Addicted	1.0	Swipe Maniac	74	27	1	399	51	0.34	23	Early Morning	Date Happened	18	166	69.7	Virgo	Muscular	Networking
Genderfluid	Lesbian	Rural	Very Low	High School	Poetry, Art, Tech	138	Addicted	0.54	Optimistic	195	22	1	155	84	0.24	22	Early Morning	One-sided Like	57	149	49.5	Capricorn	Plus Size	Friends Only
Non-binary	Queer	Rural	Lower-Middle	MBA	Board Games, Yoga, Art	270	Extreme User	0.64	Optimistic	37	4	1	487	7	0.18	20	Evening	No Action	31	191	79.5	Aquarius	Muscular	Casual Dating
Female	Gay	Urban	Middle	Postdoc	Spirituality, Binge-Watching, Gaming	114	High	0.31	Balanced	132	25	4	414	44	0.47	3	After Midnight	Instant Match	47	168	63.8	Scorpio	Athletic	Exploring
Genderfluid	Lesbian	Suburban	Lower-Middle	MBA	Binge-Watching, Foodie, Yoga	33	Moderate	0.37	Balanced	192	15	2	217	32	0.66	10	Morning	Blocked	46	193	74.5	Capricorn	Average	Serious Relationship
Male	Demisexual	Rural	Upper-Middle	Master’s	Hiking, Board Games, Dancing	165	Addicted	0.82	Swipe Maniac	165	26	2	52	12	0.35	22	Morning	Date Happened	26	187	64.7	Cancer	Plus Size	Serious Relationship
Prefer Not to Say	Gay	Suburban	High	Bachelor’s	Social Activism, Board Games, Sneaker Culture	123	Addicted	0.56	Optimistic	161	3	6	350	1	0.29	15	Late Night	Catfished	50	186	99.3	Capricorn	Athletic	Friends Only
Prefer Not to Say	Straight	Remote Area	Middle	Postdoc	Board Games, Makeup, MMA	164	Addicted	0.43	Optimistic	115	23	3	27	14	0.14	17	Late Night	Blocked	42	145	45.2	Libra	Curvy	Hookups
Male	Pansexual	Urban	High	Master’s	Podcasts, Art, Coding	250	Extreme User	0.25	Balanced	78	26	3	123	30	0.4	8	After Midnight	Blocked	57	169	51.4	Libra	Slim	Exploring
Non-binary	Queer	Suburban	Middle	PhD	Dancing, Movies, K-pop	218	Extreme User	0.16	Choosy	128	24	2	79	46	0.54	7	Early Morning	Date Happened	50	148	40.7	Leo	Average	Serious Relationship
Non-binary	Straight	Rural	Very Low	Associate’s	Skating, Music, Reading	59	Moderate	0.23	Balanced	132	10	4	203	71	0.26	18	After Midnight	Date Happened	43	172	81.4	Virgo	Slim	Networking
Non-binary	Straight	Remote Area	Upper-Middle	Master’s	Anime, Makeup, Music	167	Addicted	0.05	Choosy	185	25	5	480	45	0.61	1	Late Night	Instant Match	36	145	43.7	Gemini	Plus Size	Hookups
Transgender	Lesbian	Small Town	Very Low	Postdoc	Art, Running, Tattoos	78	High	0.44	Optimistic	99	12	4	25	50	0.42	6	After Midnight	Catfished	58	167	50.2	Taurus	Average	Hookups
Genderfluid	Lesbian	Rural	Very Low	MBA	Podcasts, Movies, Reading	177	Addicted	0.57	Optimistic	68	1	6	353	92	0.41	23	After Midnight	Chat Ignored	28	197	86.2	Cancer	Plus Size	Exploring
Female	Queer	Small Town	High	No Formal Education	Investing, Painting, Sneaker Culture	27	Low	0.49	Optimistic	100	16	6	103	11	0.53	3	Morning	One-sided Like	22	149	50.4	Aquarius	Athletic	Casual Dating
Transgender	Asexual	Small Town	Low	Postdoc	Yoga, Anime, Tech	123	Addicted	0.68	Optimistic	20	5	2	199	62	0.05	15	Morning	Instant Match	53	168	66.6	Capricorn	Plus Size	Serious Relationship
Male	Bisexual	Small Town	Very High	Master’s	Crafting, Board Games, Photography	217	Extreme User	0.73	Swipe Maniac	44	22	3	358	14	0.25	8	Early Morning	Blocked	34	174	83.6	Pisces	Average	Friends Only
Non-binary	Lesbian	Metro	High	PhD	Fashion, Yoga, Foodie	251	Extreme User	0.86	Swipe Maniac	59	22	3	441	32	0.39	5	Early Morning	No Action	38	167	67.2	Cancer	Curvy	Casual Dating
Prefer Not to Say	Lesbian	Urban	Upper-Middle	Bachelor’s	Pets, Dancing, Running	122	Addicted	0.29	Balanced	123	8	0	189	83	0.25	16	Evening	One-sided Like	35	166	68.6	Capricorn	Average	Hookups
Genderfluid	Pansexual	Suburban	Lower-Middle	No Formal Education	K-pop, Astrology, Makeup	69	High	0.29	Balanced	169	30	6	406	42	0.35	7	After Midnight	Mutual Match	49	158	68.4	Leo	Plus Size	Casual Dating
Genderfluid	Asexual	Rural	High	Postdoc	Gardening, Startups, Parenting	114	High	0.46	Optimistic	101	9	5	401	23	0.31	15	Morning	Date Happened	41	163	48.1	Gemini	Plus Size	Casual Dating
Genderfluid	Asexual	Metro	Low	Associate’s	Stand-up Comedy, Tattoos, Podcasts	50	Moderate	0.41	Optimistic	108	30	5	401	9	0.11	4	Late Night	Ghosted	26	185	64.0	Pisces	Curvy	Friends Only
Male	Bisexual	Rural	Very Low	High School	K-pop, Podcasts, Cooking	122	Addicted	0.47	Optimistic	167	6	0	54	3	0.14	15	Afternoon	Blocked	50	147	48.8	Cancer	Slim	Friends Only
Non-binary	Straight	Suburban	Very High	Bachelor’s	Binge-Watching, Makeup, Art	268	Extreme User	0.56	Optimistic	198	26	2	364	93	0.34	3	Morning	Blocked	19	189	92.2	Virgo	Muscular	Friends Only
Female	Lesbian	Suburban	Low	Diploma	Dancing, Languages, Skating	127	Addicted	0.7	Swipe Maniac	134	24	2	453	90	0.05	15	Early Morning	Catfished	24	173	68.2	Scorpio	Athletic	Exploring
Non-binary	Bisexual	Small Town	Very High	High School	Fitness, Skating, Hiking	269	Extreme User	0.39	Balanced	90	17	3	490	66	0.09	6	Evening	Catfished	33	172	74.8	Cancer	Athletic	Exploring
Female	Gay	Suburban	Very Low	MBA	Sneaker Culture, Languages, Pets	71	High	0.42	Optimistic	96	20	0	264	0	0.54	19	Late Night	Blocked	26	183	87.7	Gemini	Curvy	Hookups
Transgender	Gay	Rural	Very Low	Associate’s	Cooking, Running, Painting	154	Addicted	0.62	Optimistic	69	22	4	278	71	0.19	7	Late Night	Mutual Match	51	148	40.7	Taurus	Muscular	Friends Only
Female	Queer	Remote Area	Lower-Middle	PhD	Sneaker Culture, Politics, Painting	63	High	0.76	Swipe Maniac	24	7	6	106	57	0.12	1	After Midnight	No Action	18	156	45.5	Scorpio	Muscular	Hookups
Genderfluid	Pansexual	Metro	Low	Bachelor’s	Cars, Foodie, Memes	15	Low	0.29	Balanced	112	27	3	451	1	0.32	0	Afternoon	Blocked	47	197	79.9	Cancer	Plus Size	Networking
Non-binary	Asexual	Remote Area	Upper-Middle	Postdoc	Traveling, Tech, Spirituality	282	Extreme User	0.25	Balanced	185	3	5	63	99	0.44	16	Early Morning	Relationship Formed	42	176	88.6	Pisces	Average	Serious Relationship
Female	Bisexual	Small Town	Lower-Middle	No Formal Education	Traveling, Tattoos, Painting	143	Addicted	0.64	Optimistic	125	15	4	499	70	0.02	5	Afternoon	Relationship Formed	32	185	73.2	Aquarius	Curvy	Casual Dating
Transgender	Asexual	Suburban	Middle	High School	Cars, Board Games, Coding	51	Moderate	0.12	Choosy	82	28	6	413	30	0.35	6	After Midnight	Mutual Match	58	173	59.0	Scorpio	Slim	Networking
Transgender	Straight	Metro	Middle	MBA	MMA, Gardening, Gaming	205	Extreme User	0.6	Optimistic	54	24	1	46	12	0.09	18	Early Morning	Chat Ignored	58	170	56.1	Aries	Curvy	Hookups
Prefer Not to Say	Gay	Urban	Upper-Middle	Master’s	Astrology, Sneaker Culture, Politics	13	Very Low	0.69	Optimistic	152	7	3	105	92	0.23	3	Morning	No Action	49	157	64.8	Scorpio	Athletic	Friends Only
Prefer Not to Say	Straight	Suburban	Middle	PhD	History, Cooking, Clubbing	4	Barely	0.45	Optimistic	198	30	1	248	73	0.27	20	After Midnight	Blocked	30	183	92.8	Libra	Slim	Friends Only
Male	Demisexual	Urban	Very High	Postdoc	Meditation, Traveling, Gaming	7	Very Low	0.39	Balanced	73	29	2	264	16	0.08	1	Evening	Ghosted	49	178	72.2	Gemini	Slim	Hookups
Male	Demisexual	Suburban	Very High	Bachelor’s	Running, Motorcycling, Memes	65	High	0.66	Optimistic	76	13	4	138	61	0.03	7	Morning	Instant Match	21	190	91.0	Sagittarius	Average	Friends Only
Non-binary	Straight	Metro	Lower-Middle	Diploma	Makeup, K-pop, Startups	12	Very Low	0.68	Optimistic	85	22	1	196	56	0.07	19	After Midnight	One-sided Like	20	161	64.5	Libra	Slim	Networking
Female	Straight	Metro	Low	No Formal Education	History, Writing, Skating	280	Extreme User	0.6	Optimistic	169	19	0	433	29	0.33	10	After Midnight	Instant Match	39	190	85.9	Virgo	Average	Exploring
Male	Gay	Small Town	Upper-Middle	MBA	Painting, Sneaker Culture, Spirituality	142	Addicted	0.26	Balanced	82	13	2	487	90	0.46	14	After Midnight	Relationship Formed	52	161	53.4	Leo	Average	Casual Dating
Male	Queer	Rural	Lower-Middle	Diploma	Dancing, Foodie, Spirituality	28	Low	0.57	Optimistic	162	11	0	498	47	0.39	22	After Midnight	Instant Match	36	149	46.0	Pisces	Athletic	Hookups
Transgender	Queer	Rural	Very Low	Diploma	Gaming, Photography, Tattoos	201	Extreme User	0.57	Optimistic	165	15	6	161	76	0.27	23	Late Night	Blocked	34	159	63.2	Virgo	Muscular	Hookups
Male	Straight	Urban	Low	Bachelor’s	Podcasts, Reading, Memes	17	Low	0.61	Optimistic	89	23	5	275	6	0.34	12	After Midnight	Date Happened	52	168	57.0	Aquarius	Curvy	Exploring
Male	Gay	Rural	Very High	Bachelor’s	Board Games, Writing, Memes	265	Extreme User	0.52	Optimistic	65	0	0	6	5	0.37	9	Early Morning	Mutual Match	40	183	62.3	Pisces	Slim	Networking
Non-binary	Demisexual	Rural	Very High	Master’s	Spirituality, History, Clubbing	197	Extreme User	0.95	Swipe Maniac	135	25	1	151	93	0.19	17	Evening	Instant Match	30	168	76.8	Capricorn	Athletic	Casual Dating
Female	Asexual	Metro	Very Low	Bachelor’s	Languages, Meditation, Startups	72	High	0.49	Optimistic	72	12	3	68	40	0.29	14	Evening	Mutual Match	32	160	46.8	Sagittarius	Curvy	Serious Relationship
Male	Bisexual	Small Town	Very Low	PhD	Startups, Astrology, Sneaker Culture	40	Moderate	0.57	Optimistic	22	16	0	87	85	0.06	3	Evening	Instant Match	30	156	66.7	Aries	Plus Size	Friends Only
Female	Asexual	Urban	Upper-Middle	High School	Cars, Makeup, Astrology	11	Very Low	0.42	Optimistic	78	7	0	173	2	0.31	14	Early Morning	Date Happened	20	179	81.1	Pisces	Muscular	Exploring
Non-binary	Gay	Remote Area	Middle	Bachelor’s	Skating, Tattoos, K-pop	198	Extreme User	0.68	Optimistic	48	26	6	426	12	0.38	20	Early Morning	Blocked	49	180	83.6	Libra	Curvy	Networking
Female	Bisexual	Urban	Upper-Middle	PhD	Binge-Watching, Skating, Gaming	83	High	0.48	Optimistic	92	9	3	51	52	0.11	16	Afternoon	No Action	38	161	61.4	Cancer	Muscular	Hookups
Non-binary	Demisexual	Small Town	Middle	Bachelor’s	Cars, Crafting, Social Activism	258	Extreme User	0.74	Swipe Maniac	155	28	6	92	32	0.08	21	Afternoon	One-sided Like	41	200	96.4	Libra	Athletic	Exploring
Prefer Not to Say	Bisexual	Suburban	Upper-Middle	High School	Reading, Fitness, Running	65	High	0.54	Optimistic	69	30	5	349	87	0.53	8	Evening	Catfished	23	172	63.6	Libra	Slim	Exploring
Prefer Not to Say	Lesbian	Small Town	Middle	Master’s	Makeup, Reading, Parenting	136	Addicted	0.52	Optimistic	76	16	4	156	2	0.42	0	Late Night	No Action	53	185	70.8	Virgo	Plus Size	Casual Dating
Transgender	Asexual	Small Town	Lower-Middle	MBA	Fitness, Meditation, Yoga	148	Addicted	0.7	Swipe Maniac	143	23	6	409	64	0.26	15	Late Night	Mutual Match	43	170	67.6	Libra	Muscular	Hookups
Prefer Not to Say	Queer	Suburban	Middle	MBA	K-pop, Podcasts, MMA	244	Extreme User	0.56	Optimistic	107	25	2	437	73	0.42	15	Morning	Date Happened	49	149	59.1	Aquarius	Plus Size	Friends Only
Genderfluid	Straight	Rural	Low	Bachelor’s	Yoga, Writing, Photography	288	Extreme User	0.78	Swipe Maniac	25	17	3	62	54	0.08	4	Late Night	Catfished	43	154	69.0	Taurus	Muscular	Networking
Transgender	Pansexual	Metro	Middle	PhD	Board Games, Motorcycling, Binge-Watching	29	Low	0.61	Optimistic	177	19	0	301	15	0.2	19	Morning	Instant Match	36	179	90.0	Capricorn	Athletic	Casual Dating
Female	Demisexual	Rural	Low	Master’s	Makeup, K-pop, Social Activism	107	High	0.66	Optimistic	28	14	3	442	74	0.15	15	Early Morning	Relationship Formed	57	169	58.3	Libra	Plus Size	Networking
Non-binary	Demisexual	Metro	Lower-Middle	High School	Music, Podcasts, Cars	223	Extreme User	0.53	Optimistic	187	25	1	407	93	0.08	18	After Midnight	Chat Ignored	33	160	54.8	Leo	Slim	Exploring
Transgender	Straight	Remote Area	Lower-Middle	Bachelor’s	Running, Skating, Photography	139	Addicted	0.6	Optimistic	8	5	6	230	59	0.75	1	Morning	Instant Match	57	150	67.0	Cancer	Slim	Hookups
Prefer Not to Say	Straight	Remote Area	Very Low	Master’s	Cars, Coding, Spirituality	144	Addicted	0.41	Optimistic	9	9	5	318	68	0.05	10	Evening	Instant Match	47	168	82.7	Libra	Slim	Friends Only
Female	Asexual	Metro	High	Associate’s	Gardening, Spirituality, Art	281	Extreme User	0.45	Optimistic	68	11	2	375	43	0.1	22	After Midnight	Date Happened	59	155	48.5	Pisces	Curvy	Serious Relationship
Transgender	Demisexual	Suburban	Low	Master’s	Motorcycling, Art, Pets	1	Barely	0.45	Optimistic	181	28	2	13	72	0.19	10	Morning	Mutual Match	43	186	83.4	Aries	Average	Casual Dating
Prefer Not to Say	Queer	Suburban	Middle	PhD	Traveling, Stand-up Comedy, Podcasts	73	High	0.36	Balanced	121	12	4	167	86	0.16	16	Late Night	Date Happened	18	172	54.1	Libra	Plus Size	Casual Dating
Male	Pansexual	Suburban	High	MBA	Binge-Watching, Music, Fitness	209	Extreme User	0.66	Optimistic	108	25	4	276	3	0.29	20	Morning	Date Happened	44	164	74.8	Virgo	Muscular	Friends Only
Transgender	Pansexual	Rural	Upper-Middle	Diploma	Social Activism, Startups, Coding	100	High	0.74	Swipe Maniac	177	11	0	28	61	0.04	19	Evening	One-sided Like	20	190	71.5	Pisces	Average	Networking

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