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	Lesbian	Remote Area	Upper-Middle	No Formal Education	Photography, Astrology, Writing	247	Extreme User	0.39	Balanced	157	19	4	2	20	0.31	16	After Midnight	No Action	53	194	97.1	Leo	Plus Size	Exploring
Male	Bisexual	Small Town	Very Low	Postdoc	Music, Stand-up Comedy, Investing	78	High	0.54	Optimistic	55	27	2	58	27	0.19	0	Afternoon	Ghosted	34	178	60.5	Gemini	Athletic	Exploring
Female	Gay	Remote Area	High	Diploma	Art, Skating, Fashion	47	Moderate	0.4	Optimistic	89	22	4	333	37	0.46	14	After Midnight	Date Happened	47	161	49.2	Sagittarius	Curvy	Hookups
Transgender	Demisexual	Suburban	Lower-Middle	Diploma	Fashion, MMA, Parenting	143	Addicted	0.45	Optimistic	100	3	4	406	98	0.15	18	Afternoon	Ghosted	58	145	40.2	Leo	Athletic	Casual Dating
Female	Queer	Metro	Middle	MBA	Startups, Sneaker Culture, Art	163	Addicted	0.7	Swipe Maniac	159	3	4	196	54	0.36	6	Late Night	Instant Match	22	163	76.5	Sagittarius	Athletic	Hookups
Non-binary	Gay	Metro	Low	No Formal Education	Investing, Spirituality, Meditation	209	Extreme User	0.5	Optimistic	75	19	6	449	82	0.25	16	Afternoon	Chat Ignored	41	146	51.4	Aquarius	Muscular	Friends Only
Male	Gay	Suburban	Very High	Master’s	Board Games, Pets, Writing	125	Addicted	0.17	Choosy	18	6	5	190	47	0.04	4	Afternoon	One-sided Like	47	188	99.0	Aries	Slim	Casual Dating
Male	Asexual	Remote Area	Very Low	Master’s	Tech, Clubbing, Makeup	164	Addicted	0.4	Optimistic	59	17	0	197	36	0.31	19	Morning	Relationship Formed	29	185	99.3	Taurus	Muscular	Casual Dating
Female	Gay	Small Town	Lower-Middle	High School	Makeup, Social Activism, Poetry	222	Extreme User	0.1	Choosy	81	26	2	101	25	0.29	1	Evening	Date Happened	29	152	46.4	Aries	Muscular	Serious Relationship
Male	Pansexual	Metro	Very Low	High School	Running, Anime, Startups	167	Addicted	0.5	Optimistic	151	12	1	295	2	0.21	9	Early Morning	Catfished	36	174	66.3	Aquarius	Plus Size	Casual Dating
Male	Queer	Rural	Low	MBA	Dancing, Painting, Stand-up Comedy	20	Low	0.36	Balanced	86	20	0	35	60	0.33	3	Evening	No Action	41	147	62.5	Leo	Muscular	Casual Dating
Non-binary	Asexual	Rural	Middle	High School	Languages, Foodie, Gardening	24	Low	0.44	Optimistic	100	9	5	232	63	0.14	20	Early Morning	Instant Match	24	182	87.8	Aries	Plus Size	Exploring
Genderfluid	Gay	Urban	Low	No Formal Education	Hiking, Traveling, Movies	165	Addicted	0.79	Swipe Maniac	176	23	3	115	21	0.08	2	Morning	Instant Match	28	182	90.4	Libra	Plus Size	Serious Relationship
Genderfluid	Straight	Remote Area	Very High	No Formal Education	Spirituality, Dancing, Photography	24	Low	0.41	Optimistic	77	2	2	168	88	0.37	19	Evening	No Action	34	180	89.4	Sagittarius	Athletic	Friends Only
Prefer Not to Say	Lesbian	Suburban	Upper-Middle	PhD	Photography, Traveling, Foodie	75	High	0.56	Optimistic	192	18	6	494	52	0.24	20	Evening	One-sided Like	53	195	87.8	Virgo	Muscular	Serious Relationship
Genderfluid	Bisexual	Small Town	Middle	PhD	Art, Foodie, Tattoos	247	Extreme User	0.17	Choosy	57	2	2	392	37	0.08	22	Early Morning	Instant Match	34	153	45.2	Virgo	Plus Size	Casual Dating
Genderfluid	Bisexual	Remote Area	High	Associate’s	Motorcycling, Cooking, Gardening	30	Moderate	0.63	Optimistic	54	0	5	110	59	0.28	12	Morning	Date Happened	59	181	88.5	Capricorn	Curvy	Serious Relationship
Male	Asexual	Suburban	Very High	Postdoc	Investing, Foodie, Crafting	159	Addicted	0.34	Balanced	181	14	5	78	64	0.04	3	Morning	Blocked	53	157	46.6	Aries	Curvy	Serious Relationship
Non-binary	Demisexual	Metro	Very High	Postdoc	Fashion, Binge-Watching, Cooking	142	Addicted	0.08	Choosy	108	5	5	157	73	0.36	20	Early Morning	Ghosted	57	196	103.0	Aquarius	Plus Size	Casual Dating
Transgender	Gay	Remote Area	Very Low	Associate’s	Music, Clubbing, Pets	136	Addicted	0.29	Balanced	7	7	5	271	57	0.4	11	Afternoon	One-sided Like	33	170	71.4	Leo	Curvy	Exploring
Genderfluid	Gay	Rural	Middle	Associate’s	Yoga, Binge-Watching, Investing	220	Extreme User	0.54	Optimistic	130	10	0	225	34	0.48	11	Early Morning	Mutual Match	45	183	98.8	Pisces	Curvy	Friends Only
Prefer Not to Say	Demisexual	Remote Area	Middle	Associate’s	Coding, Fashion, Binge-Watching	90	High	0.54	Optimistic	152	8	4	311	63	0.3	16	Evening	One-sided Like	28	160	62.2	Taurus	Plus Size	Networking
Prefer Not to Say	Straight	Remote Area	Low	High School	Politics, Photography, Gaming	18	Low	0.47	Optimistic	147	8	1	33	68	0.39	3	Afternoon	Blocked	23	181	87.8	Scorpio	Curvy	Friends Only
Genderfluid	Demisexual	Metro	Middle	High School	Politics, Tattoos, Motorcycling	137	Addicted	0.21	Balanced	126	6	1	402	26	0.1	11	After Midnight	No Action	55	170	86.4	Taurus	Plus Size	Casual Dating
Prefer Not to Say	Pansexual	Remote Area	Very Low	High School	Pets, Investing, Motorcycling	244	Extreme User	0.51	Optimistic	189	9	6	464	88	0.03	7	Morning	Instant Match	26	181	73.7	Capricorn	Curvy	Networking
Prefer Not to Say	Gay	Suburban	Low	Master’s	Clubbing, Yoga, Hiking	242	Extreme User	0.76	Swipe Maniac	109	10	0	90	33	0.14	2	Morning	Mutual Match	19	200	94.0	Leo	Athletic	Exploring
Genderfluid	Asexual	Metro	Upper-Middle	No Formal Education	Gardening, Fitness, Skating	56	Moderate	0.42	Optimistic	11	0	4	348	37	0.2	7	Late Night	Relationship Formed	34	167	73.6	Capricorn	Plus Size	Serious Relationship
Female	Lesbian	Urban	Very Low	Bachelor’s	Sneaker Culture, Astrology, Running	251	Extreme User	0.47	Optimistic	188	11	4	131	84	0.19	15	Afternoon	Instant Match	58	173	82.0	Libra	Athletic	Hookups
Transgender	Straight	Rural	Lower-Middle	Master’s	Stand-up Comedy, K-pop, Startups	247	Extreme User	0.37	Balanced	28	8	5	265	93	0.49	20	Early Morning	Ghosted	49	177	89.6	Cancer	Curvy	Casual Dating
Transgender	Bisexual	Remote Area	Low	Master’s	Gardening, Music, Fitness	295	Extreme User	0.43	Optimistic	189	22	3	184	26	0.39	23	Early Morning	Blocked	31	149	42.4	Pisces	Slim	Serious Relationship
Transgender	Gay	Rural	High	Postdoc	Running, Stand-up Comedy, Pets	135	Addicted	0.71	Swipe Maniac	173	11	2	200	75	0.07	13	Afternoon	No Action	32	151	58.8	Gemini	Curvy	Hookups
Female	Straight	Small Town	Upper-Middle	Master’s	History, Photography, Board Games	232	Extreme User	0.28	Balanced	145	30	6	405	44	0.15	9	Early Morning	Mutual Match	25	187	79.0	Capricorn	Slim	Networking
Transgender	Lesbian	Metro	High	Diploma	Stand-up Comedy, Coding, History	285	Extreme User	0.7	Swipe Maniac	170	5	2	249	36	0.14	2	Afternoon	Mutual Match	59	145	59.1	Taurus	Athletic	Hookups
Transgender	Straight	Suburban	Lower-Middle	High School	Gaming, Gardening, Memes	2	Barely	0.78	Swipe Maniac	110	11	5	427	0	0.4	1	Afternoon	Ghosted	50	176	57.6	Taurus	Plus Size	Friends Only
Non-binary	Pansexual	Small Town	High	Postdoc	Yoga, Reading, Parenting	138	Addicted	0.76	Swipe Maniac	36	23	1	221	74	0.19	2	Afternoon	Blocked	44	180	71.9	Capricorn	Slim	Exploring
Male	Queer	Rural	Low	MBA	Board Games, Binge-Watching, Movies	133	Addicted	0.73	Swipe Maniac	77	19	2	88	72	0.07	13	After Midnight	Instant Match	41	176	79.9	Virgo	Average	Casual Dating
Genderfluid	Lesbian	Remote Area	Very High	Associate’s	Spirituality, Traveling, Poetry	283	Extreme User	0.41	Optimistic	51	9	2	43	38	0.24	18	After Midnight	Date Happened	50	162	53.0	Libra	Plus Size	Networking
Genderfluid	Lesbian	Metro	Very High	MBA	Movies, Traveling, Stand-up Comedy	226	Extreme User	0.49	Optimistic	177	10	4	478	87	0.19	22	Afternoon	Date Happened	48	197	95.5	Virgo	Slim	Hookups
Non-binary	Demisexual	Metro	Middle	MBA	Clubbing, Music, Languages	13	Very Low	0.22	Balanced	196	13	0	386	17	0.31	19	Afternoon	Blocked	32	199	76.0	Capricorn	Slim	Hookups
Genderfluid	Asexual	Suburban	Upper-Middle	Postdoc	Makeup, Coding, Gaming	201	Extreme User	0.62	Optimistic	32	12	5	3	59	0.1	16	Evening	Mutual Match	40	162	57.7	Taurus	Curvy	Serious Relationship
Male	Straight	Rural	Very High	High School	Astrology, Startups, Movies	148	Addicted	0.69	Optimistic	144	15	5	169	7	0.32	3	After Midnight	Catfished	26	160	48.1	Cancer	Muscular	Serious Relationship
Prefer Not to Say	Straight	Remote Area	Low	Postdoc	Yoga, Languages, Sneaker Culture	253	Extreme User	0.17	Choosy	34	7	5	327	19	0.29	9	After Midnight	No Action	21	194	96.3	Libra	Average	Friends Only
Prefer Not to Say	Straight	Metro	Upper-Middle	Associate’s	Photography, Cooking, Hiking	78	High	0.49	Optimistic	154	28	0	266	12	0.28	7	Morning	One-sided Like	24	145	44.8	Taurus	Athletic	Networking
Transgender	Straight	Small Town	Middle	MBA	Gaming, Photography, Memes	207	Extreme User	0.45	Optimistic	123	5	6	120	69	0.31	8	Late Night	Date Happened	20	157	65.1	Sagittarius	Average	Networking
Prefer Not to Say	Gay	Metro	Low	No Formal Education	Pets, Yoga, Sneaker Culture	123	Addicted	0.42	Optimistic	43	16	5	358	69	0.4	6	Evening	Date Happened	53	159	71.5	Aries	Curvy	Hookups
Non-binary	Pansexual	Remote Area	Very Low	PhD	Cars, K-pop, Art	200	Extreme User	0.61	Optimistic	98	22	6	54	59	0.29	13	Evening	Ghosted	38	151	62.0	Pisces	Average	Casual Dating
Male	Pansexual	Metro	Very Low	MBA	Hiking, Meditation, Memes	17	Low	0.83	Swipe Maniac	165	20	5	317	56	0.18	1	Afternoon	Ghosted	41	194	80.5	Leo	Slim	Networking
Transgender	Queer	Rural	Very Low	Diploma	Writing, Investing, Tech	178	Addicted	0.76	Swipe Maniac	180	16	3	262	8	0.44	5	After Midnight	Ghosted	57	168	66.3	Aries	Plus Size	Casual Dating
Non-binary	Asexual	Metro	High	Diploma	Art, Crafting, K-pop	155	Addicted	0.7	Swipe Maniac	100	2	6	330	61	0.21	12	Evening	Catfished	54	153	65.1	Leo	Average	Exploring
Prefer Not to Say	Lesbian	Small Town	High	Postdoc	K-pop, Stand-up Comedy, Spirituality	66	High	0.0	Choosy	178	10	4	489	74	0.51	11	Late Night	Catfished	56	183	84.1	Aries	Curvy	Hookups
Transgender	Gay	Urban	Very Low	Diploma	Politics, Movies, K-pop	54	Moderate	0.45	Optimistic	127	29	5	243	41	0.16	7	After Midnight	Blocked	44	156	49.4	Taurus	Slim	Exploring
Male	Lesbian	Remote Area	Middle	MBA	Cooking, Gaming, History	128	Addicted	0.26	Balanced	29	1	6	383	9	0.1	14	Afternoon	Catfished	39	154	56.4	Capricorn	Average	Networking
Prefer Not to Say	Straight	Suburban	Lower-Middle	High School	Motorcycling, Running, DIY	68	High	0.68	Optimistic	163	18	4	102	25	0.63	8	Evening	Date Happened	39	196	110.3	Sagittarius	Plus Size	Networking
Prefer Not to Say	Pansexual	Suburban	Low	Diploma	Board Games, Stand-up Comedy, Fashion	44	Moderate	0.67	Optimistic	149	0	5	491	85	0.28	3	Morning	Mutual Match	25	199	104.9	Scorpio	Plus Size	Exploring
Female	Straight	Rural	Very High	MBA	Makeup, Painting, Cooking	174	Addicted	0.38	Balanced	47	21	5	490	93	0.44	20	Late Night	Date Happened	57	192	67.5	Gemini	Average	Friends Only
Female	Bisexual	Small Town	Very High	PhD	Investing, Writing, History	286	Extreme User	0.43	Optimistic	35	25	0	224	54	0.27	20	Evening	One-sided Like	45	199	110.5	Aries	Athletic	Casual Dating
Genderfluid	Gay	Suburban	Very High	Postdoc	Memes, Movies, Photography	255	Extreme User	0.33	Balanced	59	1	4	276	42	0.09	0	Morning	No Action	44	194	95.6	Virgo	Muscular	Serious Relationship
Non-binary	Demisexual	Remote Area	Lower-Middle	High School	Anime, Coding, Cooking	273	Extreme User	0.63	Optimistic	147	7	6	265	78	0.07	16	Afternoon	Chat Ignored	52	199	93.9	Virgo	Slim	Exploring
Genderfluid	Straight	Small Town	High	High School	Meditation, Skating, Spirituality	15	Low	0.88	Swipe Maniac	8	5	3	133	25	0.3	10	Early Morning	Ghosted	37	190	90.2	Virgo	Slim	Networking
Female	Asexual	Remote Area	Very Low	Associate’s	Gardening, Cooking, Makeup	18	Low	0.43	Optimistic	88	2	3	306	94	0.08	19	Early Morning	Relationship Formed	26	183	99.1	Virgo	Curvy	Hookups
Transgender	Lesbian	Rural	High	No Formal Education	Movies, Dancing, Gardening	259	Extreme User	0.76	Swipe Maniac	57	20	2	220	61	0.67	9	Morning	Mutual Match	44	183	99.5	Cancer	Athletic	Serious Relationship
Male	Straight	Suburban	Upper-Middle	MBA	MMA, Sneaker Culture, Music	282	Extreme User	0.52	Optimistic	123	1	3	392	48	0.23	22	Morning	Chat Ignored	25	180	60.6	Leo	Athletic	Networking
Prefer Not to Say	Demisexual	Small Town	Low	High School	Running, Photography, History	188	Extreme User	0.29	Balanced	90	6	2	223	7	0.1	7	Morning	One-sided Like	31	159	75.6	Gemini	Plus Size	Hookups
Genderfluid	Straight	Suburban	Middle	Postdoc	Makeup, Dancing, Hiking	127	Addicted	0.22	Balanced	14	1	0	64	56	0.15	5	Afternoon	Mutual Match	55	192	70.4	Gemini	Curvy	Casual Dating
Non-binary	Asexual	Small Town	High	Associate’s	Coding, Traveling, Startups	203	Extreme User	0.35	Balanced	122	21	0	336	9	0.55	2	Afternoon	Relationship Formed	33	182	92.7	Libra	Athletic	Serious Relationship
Female	Queer	Remote Area	High	Master’s	Politics, Running, Parenting	154	Addicted	0.5	Optimistic	93	24	4	149	83	0.67	7	Late Night	No Action	52	174	64.5	Aries	Slim	Casual Dating
Non-binary	Gay	Urban	Lower-Middle	MBA	Parenting, History, Gardening	143	Addicted	0.44	Optimistic	20	6	1	430	66	0.29	7	Afternoon	Relationship Formed	35	188	100.0	Sagittarius	Curvy	Hookups
Female	Gay	Rural	High	Diploma	Dancing, Fitness, Motorcycling	225	Extreme User	0.98	Swipe Maniac	166	24	3	487	14	0.7	0	Evening	Mutual Match	27	190	78.0	Gemini	Muscular	Serious Relationship
Non-binary	Pansexual	Small Town	Middle	Bachelor’s	Reading, Gaming, Art	196	Extreme User	0.37	Balanced	126	0	6	195	49	0.21	14	Early Morning	Blocked	47	196	92.2	Libra	Average	Casual Dating
Female	Demisexual	Suburban	High	MBA	Painting, Gaming, K-pop	156	Addicted	0.52	Optimistic	8	8	6	178	3	0.17	19	Afternoon	No Action	33	161	67.7	Libra	Athletic	Friends Only
Genderfluid	Bisexual	Urban	Lower-Middle	MBA	Board Games, Tattoos, Sneaker Culture	29	Low	0.38	Balanced	27	17	3	487	92	0.35	21	Afternoon	Relationship Formed	25	200	110.0	Leo	Slim	Networking
Transgender	Demisexual	Small Town	High	Postdoc	Spirituality, Anime, DIY	239	Extreme User	0.84	Swipe Maniac	190	29	1	67	1	0.62	8	After Midnight	No Action	58	145	49.6	Cancer	Curvy	Friends Only
Male	Bisexual	Small Town	Lower-Middle	Master’s	Makeup, Binge-Watching, Dancing	140	Addicted	0.44	Optimistic	92	8	5	128	100	0.33	20	Late Night	Mutual Match	36	179	67.9	Libra	Plus Size	Exploring
Male	Pansexual	Small Town	High	Master’s	Spirituality, Pets, Running	236	Extreme User	0.56	Optimistic	4	3	0	238	4	0.33	11	Evening	Relationship Formed	32	156	64.5	Cancer	Curvy	Networking
Female	Demisexual	Urban	Upper-Middle	High School	Art, History, Languages	160	Addicted	0.22	Balanced	16	14	1	132	98	0.52	8	Afternoon	Date Happened	38	167	68.9	Aries	Athletic	Friends Only
Female	Bisexual	Remote Area	Low	Diploma	History, Social Activism, Gaming	119	High	0.67	Optimistic	29	20	0	94	87	0.45	16	Evening	Catfished	58	182	80.2	Capricorn	Athletic	Networking
Non-binary	Straight	Small Town	High	Associate’s	Gaming, Parenting, Spirituality	131	Addicted	0.56	Optimistic	4	2	4	367	5	0.2	19	Morning	Instant Match	47	189	88.6	Scorpio	Slim	Networking
Male	Gay	Small Town	Middle	High School	Investing, Cooking, Fitness	104	High	0.77	Swipe Maniac	83	18	2	424	87	0.05	13	Early Morning	Chat Ignored	29	146	53.7	Aries	Muscular	Casual Dating
Non-binary	Lesbian	Urban	Lower-Middle	Master’s	Astrology, Poetry, Social Activism	191	Extreme User	0.54	Optimistic	120	30	2	318	3	0.41	5	Afternoon	Mutual Match	47	196	70.3	Gemini	Athletic	Serious Relationship
Non-binary	Lesbian	Small Town	Very Low	High School	Startups, Tech, Foodie	261	Extreme User	0.57	Optimistic	183	24	5	260	100	0.51	18	After Midnight	Instant Match	42	192	109.9	Cancer	Curvy	Casual Dating
Female	Demisexual	Small Town	Very Low	Diploma	DIY, Crafting, Social Activism	40	Moderate	0.56	Optimistic	19	7	4	257	73	0.27	20	Late Night	Chat Ignored	43	198	105.9	Cancer	Plus Size	Exploring
Genderfluid	Gay	Small Town	Very High	No Formal Education	Startups, Skating, K-pop	268	Extreme User	0.47	Optimistic	133	14	2	137	24	0.56	18	Afternoon	Blocked	58	188	101.4	Libra	Slim	Friends Only
Non-binary	Bisexual	Rural	Low	PhD	Foodie, Sneaker Culture, Photography	123	Addicted	0.52	Optimistic	113	23	3	185	10	0.11	11	Late Night	Relationship Formed	24	158	66.9	Aquarius	Plus Size	Friends Only
Male	Asexual	Remote Area	Middle	Associate’s	Running, Poetry, Politics	291	Extreme User	0.44	Optimistic	32	29	4	125	99	0.12	13	After Midnight	Catfished	34	178	60.2	Virgo	Athletic	Exploring
Prefer Not to Say	Lesbian	Small Town	Lower-Middle	Bachelor’s	Astrology, Foodie, Photography	41	Moderate	0.12	Choosy	104	13	4	75	73	0.3	15	After Midnight	Blocked	20	200	78.4	Libra	Average	Hookups
Female	Queer	Urban	Low	High School	Poetry, Spirituality, Crafting	283	Extreme User	0.52	Optimistic	182	29	3	380	12	0.09	4	Early Morning	Chat Ignored	23	173	81.4	Libra	Athletic	Casual Dating
Male	Lesbian	Urban	Low	Postdoc	Stand-up Comedy, DIY, Board Games	181	Extreme User	0.42	Optimistic	32	12	5	285	30	0.25	22	Afternoon	One-sided Like	30	179	93.6	Gemini	Curvy	Networking
Non-binary	Asexual	Small Town	Upper-Middle	High School	Tattoos, Dancing, Cooking	181	Extreme User	0.32	Balanced	114	29	3	322	57	0.08	23	Evening	No Action	50	151	66.4	Gemini	Average	Serious Relationship
Transgender	Lesbian	Remote Area	Low	Postdoc	Reading, Yoga, Hiking	189	Extreme User	0.38	Balanced	172	20	3	194	41	0.3	14	Morning	Relationship Formed	23	182	63.6	Leo	Athletic	Friends Only
Prefer Not to Say	Pansexual	Urban	Low	Bachelor’s	Gardening, Astrology, Gaming	288	Extreme User	0.74	Swipe Maniac	132	28	4	296	65	0.21	13	Afternoon	Instant Match	31	180	70.3	Aquarius	Curvy	Serious Relationship
Transgender	Asexual	Suburban	Low	No Formal Education	Sneaker Culture, Tattoos, Tech	220	Extreme User	0.55	Optimistic	132	8	4	450	78	0.26	10	Early Morning	Instant Match	19	181	69.8	Scorpio	Average	Casual Dating
Non-binary	Lesbian	Urban	Lower-Middle	Bachelor’s	Gardening, Running, Politics	86	High	0.28	Balanced	73	30	2	310	96	0.6	3	Morning	No Action	47	195	79.5	Aquarius	Curvy	Networking
Female	Gay	Suburban	Upper-Middle	Postdoc	Crafting, Anime, Music	20	Low	0.12	Choosy	138	17	6	99	0	0.23	15	Early Morning	Instant Match	32	193	93.1	Aquarius	Average	Casual Dating
Female	Pansexual	Small Town	Middle	PhD	Stand-up Comedy, Traveling, Clubbing	151	Addicted	0.84	Swipe Maniac	28	22	5	470	15	0.51	14	Evening	Date Happened	55	192	75.9	Capricorn	Athletic	Networking
Non-binary	Gay	Suburban	Lower-Middle	High School	Writing, Reading, Sneaker Culture	113	High	0.83	Swipe Maniac	186	2	2	80	64	0.21	10	Afternoon	Date Happened	26	182	81.5	Cancer	Muscular	Networking
Prefer Not to Say	Gay	Remote Area	High	Master’s	Dancing, Board Games, Movies	266	Extreme User	0.51	Optimistic	81	6	6	285	84	0.22	20	Early Morning	Mutual Match	48	163	73.9	Pisces	Muscular	Hookups
Female	Lesbian	Small Town	Middle	Associate’s	MMA, Fashion, Spirituality	240	Extreme User	0.2	Balanced	38	15	6	95	93	0.02	15	Afternoon	Ghosted	36	146	56.1	Taurus	Athletic	Serious Relationship
Female	Gay	Small Town	Very High	Associate’s	Hiking, Board Games, Cooking	251	Extreme User	0.49	Optimistic	142	19	1	363	22	0.44	1	Evening	No Action	58	183	62.6	Capricorn	Slim	Casual Dating
Genderfluid	Demisexual	Remote Area	Upper-Middle	Associate’s	Podcasts, Writing, Skating	271	Extreme User	0.37	Balanced	168	30	1	449	38	0.51	7	Afternoon	Date Happened	40	155	56.0	Pisces	Muscular	Serious Relationship
Transgender	Demisexual	Small Town	Lower-Middle	Postdoc	Skating, Coding, Movies	112	High	0.52	Optimistic	28	28	6	391	36	0.15	13	Evening	Instant Match	56	166	56.2	Sagittarius	Average	Serious Relationship

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