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	Queer	Urban	Low	High School	Dancing, Foodie, Memes	178	Addicted	0.37	Balanced	105	15	6	82	31	0.26	13	Evening	One-sided Like	36	169	66.0	Virgo	Muscular	Serious Relationship
Prefer Not to Say	Lesbian	Small Town	High	PhD	Cars, Binge-Watching, Memes	263	Extreme User	0.69	Optimistic	57	4	6	190	38	0.41	15	Morning	Relationship Formed	47	146	48.4	Cancer	Plus Size	Friends Only
Female	Demisexual	Urban	High	No Formal Education	Skating, Art, Dancing	161	Addicted	0.8	Swipe Maniac	78	14	0	209	45	0.32	7	Early Morning	Chat Ignored	32	148	63.1	Cancer	Plus Size	Serious Relationship
Non-binary	Straight	Metro	Upper-Middle	Associate’s	Yoga, Cooking, Art	202	Extreme User	0.48	Optimistic	15	0	3	342	60	0.11	6	Evening	Date Happened	43	150	60.8	Cancer	Plus Size	Networking
Prefer Not to Say	Bisexual	Small Town	Lower-Middle	No Formal Education	Poetry, Sneaker Culture, Startups	269	Extreme User	0.7	Swipe Maniac	111	20	0	395	8	0.22	1	Evening	No Action	27	152	59.1	Leo	Slim	Networking
Male	Straight	Metro	High	Associate’s	Music, MMA, Foodie	84	High	0.4	Optimistic	1	1	4	58	3	0.08	10	Early Morning	Date Happened	56	182	93.1	Gemini	Muscular	Networking
Prefer Not to Say	Gay	Metro	Lower-Middle	Postdoc	Photography, Fitness, Memes	290	Extreme User	0.4	Optimistic	55	19	6	391	38	0.28	6	Late Night	Mutual Match	54	190	81.2	Cancer	Average	Friends Only
Genderfluid	Straight	Metro	Very High	Associate’s	Sneaker Culture, Astrology, Cars	32	Moderate	0.22	Balanced	181	13	5	287	69	0.05	15	Evening	Chat Ignored	37	186	92.4	Sagittarius	Slim	Serious Relationship
Genderfluid	Bisexual	Metro	Low	High School	History, Fashion, Crafting	109	High	0.22	Balanced	106	24	2	250	8	0.42	0	Morning	Ghosted	55	160	58.4	Leo	Athletic	Exploring
Genderfluid	Pansexual	Suburban	High	MBA	Parenting, Board Games, Makeup	166	Addicted	0.34	Balanced	3	1	6	46	54	0.1	7	Early Morning	Catfished	19	185	74.6	Leo	Athletic	Friends Only
Female	Straight	Rural	Middle	MBA	Cooking, Binge-Watching, Social Activism	184	Extreme User	0.39	Balanced	124	13	0	453	80	0.45	4	Late Night	Blocked	54	164	56.8	Sagittarius	Slim	Exploring
Genderfluid	Demisexual	Metro	Lower-Middle	Postdoc	Pets, Crafting, Painting	273	Extreme User	0.59	Optimistic	90	29	6	174	11	0.07	7	Afternoon	Instant Match	21	171	56.7	Libra	Plus Size	Exploring
Genderfluid	Lesbian	Metro	Very High	PhD	Tattoos, Dancing, Podcasts	274	Extreme User	0.22	Balanced	40	24	0	336	8	0.13	22	After Midnight	Mutual Match	29	178	84.3	Leo	Muscular	Exploring
Transgender	Bisexual	Suburban	Low	MBA	Memes, Yoga, Fashion	264	Extreme User	0.65	Optimistic	136	14	3	86	26	0.51	3	Morning	No Action	33	157	57.2	Scorpio	Average	Networking
Transgender	Demisexual	Rural	Upper-Middle	Associate’s	Writing, Binge-Watching, Fitness	224	Extreme User	0.62	Optimistic	116	11	6	347	30	0.46	8	Morning	Chat Ignored	18	169	66.8	Capricorn	Curvy	Exploring
Prefer Not to Say	Asexual	Urban	Lower-Middle	MBA	Motorcycling, Parenting, Meditation	206	Extreme User	0.51	Optimistic	149	28	6	62	100	0.1	14	Evening	Blocked	55	193	108.8	Scorpio	Muscular	Hookups
Genderfluid	Straight	Rural	Very High	Diploma	Binge-Watching, Photography, Yoga	220	Extreme User	0.53	Optimistic	156	30	6	33	9	0.18	7	Early Morning	Blocked	33	179	80.4	Libra	Muscular	Casual Dating
Male	Gay	Urban	Lower-Middle	MBA	Motorcycling, Binge-Watching, Stand-up Comedy	224	Extreme User	0.59	Optimistic	167	25	5	162	73	0.36	4	Afternoon	Catfished	35	185	84.2	Leo	Curvy	Serious Relationship
Male	Bisexual	Metro	Middle	MBA	Painting, Reading, Motorcycling	189	Extreme User	0.61	Optimistic	24	2	2	198	29	0.11	12	Afternoon	No Action	26	156	68.9	Taurus	Plus Size	Serious Relationship
Genderfluid	Queer	Small Town	Very Low	High School	Skating, Art, Hiking	217	Extreme User	0.37	Balanced	3	0	2	21	62	0.07	5	Morning	Instant Match	20	147	62.9	Gemini	Slim	Hookups
Non-binary	Bisexual	Suburban	Middle	Postdoc	Spirituality, Social Activism, Music	71	High	0.14	Choosy	17	2	4	298	79	0.37	5	Early Morning	Instant Match	46	160	46.8	Gemini	Muscular	Serious Relationship
Female	Straight	Rural	Very High	Postdoc	Fashion, Pets, Reading	10	Very Low	0.15	Choosy	59	3	0	407	88	0.22	19	After Midnight	Catfished	55	159	74.6	Leo	Slim	Casual Dating
Male	Lesbian	Urban	High	Associate’s	Cars, Running, Languages	70	High	0.47	Optimistic	160	26	4	364	61	0.25	9	Morning	One-sided Like	42	182	98.0	Scorpio	Plus Size	Networking
Female	Pansexual	Suburban	High	Bachelor’s	Startups, Makeup, Clubbing	97	High	0.49	Optimistic	64	25	2	385	16	0.26	2	After Midnight	Mutual Match	29	158	70.9	Virgo	Average	Casual Dating
Female	Gay	Metro	High	Bachelor’s	K-pop, Foodie, Podcasts	262	Extreme User	0.44	Optimistic	186	16	3	341	56	0.29	6	After Midnight	Ghosted	59	175	60.6	Aquarius	Average	Exploring
Prefer Not to Say	Lesbian	Remote Area	Low	MBA	Sneaker Culture, Astrology, Tattoos	209	Extreme User	0.46	Optimistic	98	10	0	153	23	0.55	13	Evening	No Action	21	168	61.0	Aquarius	Slim	Networking
Transgender	Bisexual	Remote Area	Upper-Middle	No Formal Education	History, Clubbing, Spirituality	116	High	0.44	Optimistic	41	17	3	331	78	0.23	1	After Midnight	Date Happened	31	160	50.4	Libra	Curvy	Casual Dating
Non-binary	Gay	Urban	Lower-Middle	No Formal Education	Running, K-pop, Clubbing	217	Extreme User	0.28	Balanced	151	28	5	305	28	0.12	0	Late Night	Ghosted	52	156	67.7	Pisces	Average	Casual Dating
Genderfluid	Queer	Urban	Lower-Middle	Master’s	Languages, Fitness, Hiking	24	Low	0.09	Choosy	32	19	2	345	76	0.1	5	Early Morning	No Action	34	163	71.5	Virgo	Muscular	Networking
Male	Straight	Remote Area	High	No Formal Education	Startups, Astrology, Cars	265	Extreme User	0.31	Balanced	181	5	3	373	96	0.1	2	Early Morning	Instant Match	43	171	87.1	Pisces	Plus Size	Exploring
Prefer Not to Say	Straight	Urban	High	PhD	Parenting, Crafting, Foodie	144	Addicted	0.62	Optimistic	1	0	5	300	57	0.27	16	Afternoon	Chat Ignored	48	151	53.8	Gemini	Athletic	Friends Only
Transgender	Demisexual	Small Town	Very High	MBA	Meditation, Art, Clubbing	6	Very Low	0.62	Optimistic	79	29	4	445	25	0.5	21	Afternoon	No Action	33	198	110.6	Cancer	Athletic	Networking
Non-binary	Demisexual	Urban	Middle	PhD	Photography, Music, Hiking	276	Extreme User	0.54	Optimistic	111	16	2	113	52	0.21	23	Late Night	One-sided Like	42	163	75.5	Libra	Curvy	Networking
Male	Queer	Small Town	Lower-Middle	PhD	MMA, Clubbing, Writing	79	High	0.51	Optimistic	94	17	1	36	92	0.3	13	Morning	One-sided Like	27	176	84.9	Aquarius	Plus Size	Casual Dating
Genderfluid	Gay	Remote Area	Very High	No Formal Education	MMA, Board Games, Cars	56	Moderate	0.22	Balanced	16	7	2	157	12	0.2	16	Evening	Ghosted	19	158	59.4	Virgo	Athletic	Casual Dating
Female	Lesbian	Small Town	Upper-Middle	PhD	Dancing, Motorcycling, Podcasts	182	Extreme User	0.62	Optimistic	168	6	0	182	42	0.51	17	Evening	Date Happened	18	169	77.7	Aquarius	Average	Serious Relationship
Male	Gay	Metro	High	Master’s	Yoga, Skating, Investing	3	Barely	0.34	Balanced	28	8	1	255	57	0.56	3	Morning	No Action	39	187	100.7	Scorpio	Curvy	Exploring
Transgender	Demisexual	Urban	Upper-Middle	Diploma	Podcasts, Photography, Yoga	215	Extreme User	0.37	Balanced	50	13	0	35	40	0.12	23	After Midnight	Instant Match	59	198	116.0	Leo	Curvy	Exploring
Transgender	Pansexual	Small Town	Middle	Postdoc	Cars, Meditation, Writing	113	High	0.39	Balanced	148	9	5	346	43	0.08	6	Early Morning	Instant Match	50	145	41.4	Sagittarius	Slim	Exploring
Non-binary	Bisexual	Rural	Lower-Middle	PhD	Spirituality, Meditation, Photography	259	Extreme User	0.06	Choosy	147	1	0	191	95	0.27	2	Morning	Ghosted	31	150	43.9	Taurus	Muscular	Exploring
Male	Bisexual	Small Town	Upper-Middle	Postdoc	Parenting, Binge-Watching, Startups	176	Addicted	0.45	Optimistic	120	1	5	69	51	0.05	10	Late Night	Ghosted	51	189	70.7	Virgo	Muscular	Casual Dating
Genderfluid	Gay	Small Town	Low	Bachelor’s	Politics, MMA, Sneaker Culture	27	Low	0.4	Optimistic	158	3	4	97	92	0.57	5	Evening	Catfished	31	152	57.1	Leo	Slim	Networking
Genderfluid	Pansexual	Metro	High	Postdoc	Crafting, Art, Spirituality	190	Extreme User	0.22	Balanced	175	14	6	366	14	0.68	13	Late Night	Blocked	35	173	56.3	Leo	Average	Hookups
Transgender	Pansexual	Urban	Very High	Master’s	History, Investing, Politics	170	Addicted	0.4	Optimistic	89	10	1	326	57	0.55	5	Morning	Blocked	56	197	83.4	Taurus	Slim	Serious Relationship
Female	Straight	Metro	Very High	Bachelor’s	Running, Memes, Fitness	155	Addicted	0.28	Balanced	180	22	2	208	39	0.21	10	Evening	Chat Ignored	29	199	106.9	Aries	Slim	Casual Dating
Non-binary	Lesbian	Urban	Very High	MBA	Reading, Fitness, Board Games	152	Addicted	0.41	Optimistic	197	6	5	187	38	0.45	13	After Midnight	Relationship Formed	46	158	52.9	Scorpio	Slim	Networking
Non-binary	Straight	Rural	Lower-Middle	PhD	Startups, Languages, Meditation	190	Extreme User	0.18	Choosy	153	10	0	346	92	0.3	21	Early Morning	Mutual Match	23	182	92.4	Scorpio	Average	Serious Relationship
Prefer Not to Say	Demisexual	Small Town	High	Postdoc	Social Activism, Foodie, Astrology	117	High	0.58	Optimistic	112	28	0	178	76	0.29	16	Late Night	No Action	55	167	68.6	Capricorn	Athletic	Friends Only
Non-binary	Straight	Small Town	Very Low	High School	Traveling, Art, Board Games	200	Extreme User	0.43	Optimistic	89	14	5	435	98	0.23	12	Evening	Chat Ignored	46	185	89.7	Libra	Athletic	Exploring
Transgender	Queer	Rural	Lower-Middle	Associate’s	Running, Movies, Music	51	Moderate	0.0	Choosy	95	11	3	304	71	0.08	1	Morning	Chat Ignored	25	154	62.8	Libra	Plus Size	Networking
Transgender	Queer	Remote Area	Very High	Master’s	Makeup, Coding, Sneaker Culture	58	Moderate	0.39	Balanced	166	1	1	356	78	0.56	1	Early Morning	Instant Match	52	196	100.6	Taurus	Athletic	Exploring
Genderfluid	Asexual	Remote Area	Lower-Middle	No Formal Education	Dancing, Binge-Watching, DIY	189	Extreme User	0.49	Optimistic	86	25	6	154	43	0.15	19	After Midnight	One-sided Like	51	173	67.0	Gemini	Plus Size	Friends Only
Transgender	Straight	Suburban	Middle	No Formal Education	Gaming, Crafting, Languages	166	Addicted	0.49	Optimistic	47	28	0	313	90	0.15	18	Early Morning	Mutual Match	57	187	100.0	Cancer	Slim	Exploring
Genderfluid	Straight	Small Town	Lower-Middle	PhD	Yoga, Gaming, Movies	42	Moderate	0.46	Optimistic	106	0	1	121	100	0.55	5	Morning	Chat Ignored	43	168	52.2	Cancer	Average	Networking
Male	Bisexual	Suburban	Middle	Master’s	Reading, Clubbing, Traveling	105	High	0.67	Optimistic	119	30	5	63	36	0.22	7	Afternoon	One-sided Like	18	182	97.1	Virgo	Curvy	Exploring
Prefer Not to Say	Straight	Urban	Middle	No Formal Education	Painting, K-pop, Gardening	209	Extreme User	0.62	Optimistic	131	1	3	326	18	0.35	12	Morning	One-sided Like	29	168	64.9	Pisces	Curvy	Exploring
Female	Demisexual	Suburban	Very High	Master’s	Parenting, Motorcycling, Yoga	195	Extreme User	0.46	Optimistic	158	30	2	51	23	0.45	23	Early Morning	Blocked	51	175	60.6	Scorpio	Athletic	Hookups
Non-binary	Queer	Remote Area	High	Master’s	Fashion, Fitness, Board Games	164	Addicted	0.43	Optimistic	12	10	3	294	1	0.16	12	Evening	Mutual Match	49	155	53.1	Gemini	Slim	Serious Relationship
Transgender	Bisexual	Urban	Middle	Master’s	Movies, Poetry, Tattoos	285	Extreme User	0.46	Optimistic	186	25	2	249	37	0.2	21	Evening	Instant Match	32	190	88.1	Aries	Average	Hookups
Genderfluid	Queer	Metro	Very High	MBA	Writing, Dancing, K-pop	299	Extreme User	0.4	Optimistic	131	13	5	267	99	0.12	19	Late Night	Ghosted	31	170	54.9	Aries	Plus Size	Casual Dating
Non-binary	Lesbian	Metro	Low	Bachelor’s	Crafting, Painting, Social Activism	216	Extreme User	0.58	Optimistic	32	19	2	255	40	0.12	11	Late Night	Ghosted	36	151	55.6	Scorpio	Average	Exploring
Prefer Not to Say	Straight	Suburban	Lower-Middle	Master’s	Languages, Coding, Memes	294	Extreme User	0.37	Balanced	29	2	6	199	76	0.21	9	Early Morning	Date Happened	49	164	57.6	Aries	Muscular	Casual Dating
Female	Bisexual	Remote Area	Middle	PhD	Fashion, Sneaker Culture, Spirituality	31	Moderate	0.47	Optimistic	35	6	4	307	55	0.22	17	Morning	Instant Match	41	160	63.0	Aries	Athletic	Exploring
Male	Queer	Small Town	High	No Formal Education	Foodie, Fashion, Hiking	85	High	0.47	Optimistic	159	17	1	144	72	0.08	12	Evening	One-sided Like	20	149	51.5	Aries	Average	Exploring
Transgender	Queer	Small Town	Middle	No Formal Education	Skating, Foodie, Astrology	246	Extreme User	0.62	Optimistic	15	9	0	284	71	0.69	12	Late Night	Chat Ignored	27	195	108.0	Aries	Average	Serious Relationship
Prefer Not to Say	Straight	Remote Area	High	MBA	Coding, Dancing, Languages	168	Addicted	0.35	Balanced	24	8	6	390	60	0.46	0	Morning	Ghosted	52	165	50.4	Aries	Average	Casual Dating
Non-binary	Demisexual	Metro	Lower-Middle	Master’s	Crafting, Coding, Startups	96	High	0.72	Swipe Maniac	55	24	2	207	53	0.25	1	Late Night	Date Happened	50	165	64.0	Sagittarius	Athletic	Serious Relationship
Prefer Not to Say	Straight	Small Town	Very Low	Bachelor’s	Painting, Social Activism, Crafting	1	Barely	0.69	Optimistic	108	28	5	4	70	0.37	17	Morning	Ghosted	42	194	87.3	Pisces	Athletic	Exploring
Transgender	Demisexual	Small Town	Middle	High School	Painting, Cars, Art	43	Moderate	0.64	Optimistic	60	17	4	360	65	0.51	11	Late Night	No Action	29	196	105.3	Sagittarius	Curvy	Serious Relationship
Transgender	Asexual	Small Town	High	Bachelor’s	Art, Makeup, Fitness	271	Extreme User	0.52	Optimistic	200	28	5	239	44	0.51	17	Afternoon	Ghosted	42	175	58.8	Leo	Average	Serious Relationship
Transgender	Straight	Rural	Very Low	No Formal Education	Coding, Makeup, Investing	133	Addicted	0.69	Optimistic	66	25	5	405	66	0.04	23	After Midnight	One-sided Like	48	164	79.6	Pisces	Athletic	Serious Relationship
Transgender	Straight	Suburban	Upper-Middle	Master’s	Makeup, Social Activism, Dancing	105	High	0.88	Swipe Maniac	149	24	6	185	28	0.3	9	Morning	Relationship Formed	50	152	42.5	Capricorn	Athletic	Networking
Prefer Not to Say	Bisexual	Rural	High	Bachelor’s	Politics, Startups, Parenting	35	Moderate	0.43	Optimistic	141	26	5	427	32	0.28	9	Early Morning	Chat Ignored	27	191	80.6	Virgo	Curvy	Networking
Male	Demisexual	Suburban	Low	PhD	Sneaker Culture, Crafting, Astrology	203	Extreme User	0.36	Balanced	78	29	6	111	55	0.24	4	Afternoon	No Action	49	148	46.9	Scorpio	Slim	Networking
Genderfluid	Pansexual	Small Town	Very High	No Formal Education	Languages, Stand-up Comedy, Skating	216	Extreme User	0.62	Optimistic	191	28	1	274	32	0.29	11	Evening	Instant Match	59	172	77.5	Aquarius	Muscular	Hookups
Transgender	Pansexual	Urban	Lower-Middle	Diploma	Meditation, Languages, Music	229	Extreme User	0.35	Balanced	108	27	5	124	38	0.45	9	Morning	Mutual Match	47	186	79.6	Aquarius	Plus Size	Serious Relationship
Female	Queer	Metro	Middle	Postdoc	Coding, Tech, Cooking	252	Extreme User	0.49	Optimistic	3	0	6	29	97	0.26	7	After Midnight	Ghosted	32	177	73.6	Virgo	Athletic	Serious Relationship
Prefer Not to Say	Demisexual	Remote Area	High	No Formal Education	Sneaker Culture, Painting, Dancing	293	Extreme User	0.22	Balanced	143	19	1	309	67	0.29	6	Morning	Date Happened	27	146	55.0	Scorpio	Plus Size	Exploring
Genderfluid	Gay	Remote Area	Very High	MBA	Poetry, Anime, Astrology	79	High	0.58	Optimistic	128	13	5	199	44	0.52	9	Late Night	Instant Match	53	188	78.1	Sagittarius	Athletic	Networking
Genderfluid	Demisexual	Metro	Middle	Associate’s	Poetry, Dancing, Art	178	Addicted	0.39	Balanced	169	21	1	186	62	0.36	18	Late Night	Ghosted	51	194	68.5	Aries	Athletic	Casual Dating
Non-binary	Pansexual	Rural	Very High	Diploma	Gardening, Hiking, Motorcycling	57	Moderate	0.31	Balanced	200	30	2	160	19	0.04	4	Evening	No Action	23	168	76.5	Virgo	Plus Size	Serious Relationship
Non-binary	Pansexual	Remote Area	Middle	MBA	Languages, Binge-Watching, Dancing	258	Extreme User	0.45	Optimistic	36	18	6	246	34	0.51	10	Afternoon	Catfished	26	160	65.8	Libra	Average	Networking
Male	Queer	Small Town	High	MBA	Coding, DIY, Meditation	47	Moderate	0.7	Swipe Maniac	102	27	0	459	7	0.38	8	Late Night	Chat Ignored	48	177	61.7	Libra	Average	Friends Only
Genderfluid	Gay	Rural	High	Bachelor’s	Cooking, Photography, History	244	Extreme User	0.4	Optimistic	89	9	3	203	30	0.61	16	Morning	Relationship Formed	41	168	56.2	Sagittarius	Athletic	Casual Dating
Prefer Not to Say	Pansexual	Metro	Low	PhD	Astrology, Photography, Writing	276	Extreme User	0.51	Optimistic	107	0	2	84	20	0.13	16	Early Morning	One-sided Like	38	161	63.8	Aquarius	Average	Casual Dating
Non-binary	Asexual	Urban	Low	MBA	Reading, Fashion, Dancing	133	Addicted	0.72	Swipe Maniac	178	27	0	160	14	0.33	14	After Midnight	Blocked	33	146	42.0	Scorpio	Curvy	Serious Relationship
Non-binary	Gay	Remote Area	Low	Master’s	Clubbing, Podcasts, Motorcycling	145	Addicted	0.15	Choosy	85	15	6	26	10	0.31	18	Afternoon	Instant Match	47	178	88.4	Capricorn	Average	Networking
Genderfluid	Bisexual	Small Town	Low	Bachelor’s	Stand-up Comedy, Coding, Poetry	300	Extreme User	0.5	Optimistic	92	26	6	368	9	0.32	19	Late Night	Catfished	46	148	40.5	Virgo	Muscular	Friends Only
Transgender	Demisexual	Remote Area	Low	Associate’s	Dancing, History, Art	290	Extreme User	0.34	Balanced	92	19	6	46	89	0.33	0	Early Morning	Date Happened	34	199	95.0	Pisces	Muscular	Hookups
Transgender	Asexual	Suburban	Low	Master’s	Fashion, Social Activism, Investing	27	Low	0.7	Swipe Maniac	3	1	2	59	9	0.62	5	Afternoon	Instant Match	22	176	59.2	Scorpio	Muscular	Hookups
Male	Queer	Suburban	Lower-Middle	Master’s	Yoga, Pets, Foodie	84	High	0.91	Swipe Maniac	22	9	6	386	16	0.21	4	Evening	No Action	53	153	59.7	Virgo	Plus Size	Networking
Transgender	Asexual	Metro	Upper-Middle	MBA	Coding, Binge-Watching, Motorcycling	3	Barely	0.74	Swipe Maniac	165	1	6	193	14	0.07	15	Morning	No Action	33	181	91.7	Taurus	Slim	Exploring
Transgender	Lesbian	Rural	Middle	Associate’s	Music, Astrology, Meditation	72	High	0.57	Optimistic	5	5	2	96	94	0.12	2	Late Night	Ghosted	36	151	45.4	Pisces	Athletic	Friends Only
Male	Lesbian	Urban	Middle	No Formal Education	K-pop, Writing, Fashion	30	Moderate	0.4	Optimistic	195	16	1	135	48	0.24	14	Late Night	Ghosted	22	151	48.6	Sagittarius	Plus Size	Hookups
Female	Gay	Rural	Middle	High School	Reading, MMA, Traveling	11	Very Low	0.22	Balanced	116	0	0	485	3	0.34	11	Late Night	Relationship Formed	34	166	54.8	Libra	Plus Size	Hookups
Non-binary	Gay	Remote Area	High	MBA	Dancing, Cooking, Movies	243	Extreme User	0.6	Optimistic	161	26	6	144	57	0.32	7	Morning	One-sided Like	45	185	90.0	Pisces	Curvy	Networking
Prefer Not to Say	Bisexual	Rural	Middle	Master’s	History, Spirituality, Foodie	55	Moderate	0.22	Balanced	60	4	1	50	84	0.25	22	Afternoon	Date Happened	59	163	74.9	Leo	Curvy	Networking
Transgender	Demisexual	Remote Area	Middle	Diploma	Politics, Astrology, Reading	163	Addicted	0.48	Optimistic	131	28	0	371	76	0.28	15	Early Morning	Date Happened	53	165	80.3	Pisces	Slim	Exploring
Male	Gay	Suburban	Very High	Associate’s	Fashion, Languages, Investing	240	Extreme User	0.55	Optimistic	68	22	5	203	72	0.08	11	Afternoon	Relationship Formed	40	199	78.8	Virgo	Curvy	Casual Dating
Female	Pansexual	Remote Area	Very High	PhD	Politics, Motorcycling, Writing	4	Barely	0.6	Optimistic	192	16	6	393	70	0.2	9	Morning	No Action	29	146	50.5	Leo	Plus Size	Serious Relationship

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