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	Asexual	Urban	Middle	Bachelor’s	Anime, Investing, Skating	0	Barely	0.12	Choosy	21	14	3	348	18	0.29	11	After Midnight	Instant Match	26	166	55.4	Aries	Plus Size	Exploring
Female	Queer	Metro	Lower-Middle	MBA	Writing, Tech, Anime	274	Extreme User	0.51	Optimistic	136	23	6	357	15	0.33	11	Morning	Chat Ignored	20	191	73.0	Aries	Plus Size	Friends Only
Transgender	Pansexual	Metro	Middle	Associate’s	Photography, Pets, Running	270	Extreme User	0.36	Balanced	35	12	0	204	67	0.13	12	Late Night	Date Happened	20	196	73.8	Taurus	Plus Size	Friends Only
Non-binary	Asexual	Suburban	Low	No Formal Education	Tech, Memes, Languages	70	High	0.66	Optimistic	86	5	6	427	78	0.29	1	Late Night	Date Happened	21	184	61.3	Pisces	Slim	Networking
Transgender	Pansexual	Rural	Very Low	Diploma	Politics, Fitness, Art	214	Extreme User	0.4	Optimistic	4	3	2	140	94	0.48	2	Evening	Relationship Formed	39	149	49.3	Scorpio	Muscular	Friends Only
Female	Queer	Suburban	Upper-Middle	No Formal Education	Movies, Hiking, Binge-Watching	106	High	0.35	Balanced	168	29	4	55	6	0.12	6	Early Morning	Date Happened	45	155	66.5	Taurus	Slim	Networking
Genderfluid	Queer	Small Town	Upper-Middle	High School	Startups, Anime, Cooking	35	Moderate	0.19	Choosy	198	26	1	278	31	0.01	10	Late Night	Date Happened	25	171	65.8	Taurus	Muscular	Hookups
Non-binary	Gay	Remote Area	Very High	Master’s	K-pop, Gardening, Painting	160	Addicted	0.4	Optimistic	9	4	2	295	68	0.02	7	After Midnight	Blocked	50	175	78.4	Gemini	Athletic	Networking
Male	Gay	Remote Area	Low	High School	Anime, Motorcycling, Painting	224	Extreme User	0.27	Balanced	117	27	0	229	39	0.15	20	Afternoon	Mutual Match	38	161	64.3	Taurus	Curvy	Hookups
Female	Bisexual	Urban	High	High School	Parenting, Crafting, Cooking	114	High	0.59	Optimistic	113	8	3	458	6	0.25	2	Early Morning	Relationship Formed	34	176	82.4	Libra	Muscular	Exploring
Male	Pansexual	Small Town	Low	Associate’s	Makeup, Clubbing, Fitness	147	Addicted	0.47	Optimistic	34	18	2	401	28	0.21	12	After Midnight	Chat Ignored	38	200	116.4	Gemini	Athletic	Exploring
Female	Bisexual	Suburban	Lower-Middle	Associate’s	History, Gaming, Investing	294	Extreme User	0.51	Optimistic	6	5	5	246	62	0.34	14	Afternoon	Ghosted	27	162	56.4	Pisces	Plus Size	Serious Relationship
Male	Lesbian	Small Town	High	PhD	Yoga, Poetry, Gaming	200	Extreme User	0.79	Swipe Maniac	117	6	4	233	43	0.39	23	Afternoon	Relationship Formed	32	194	90.3	Gemini	Muscular	Friends Only
Prefer Not to Say	Asexual	Metro	Low	Associate’s	Crafting, Coding, Podcasts	72	High	0.7	Swipe Maniac	177	16	6	299	29	0.34	7	After Midnight	No Action	31	198	102.7	Aquarius	Plus Size	Friends Only
Male	Pansexual	Urban	High	PhD	Investing, Hiking, Anime	16	Low	0.52	Optimistic	150	25	5	254	7	0.08	16	After Midnight	Relationship Formed	19	186	71.3	Aries	Slim	Serious Relationship
Prefer Not to Say	Gay	Metro	Lower-Middle	MBA	Foodie, Dancing, Memes	234	Extreme User	0.69	Optimistic	34	19	2	272	31	0.54	13	Late Night	Instant Match	29	176	91.4	Taurus	Athletic	Serious Relationship
Female	Queer	Suburban	Upper-Middle	No Formal Education	Writing, Spirituality, Poetry	9	Very Low	0.34	Balanced	126	25	6	9	75	0.54	6	After Midnight	Catfished	22	178	86.8	Capricorn	Plus Size	Networking
Non-binary	Straight	Rural	Middle	Postdoc	Hiking, Spirituality, Parenting	181	Extreme User	0.72	Swipe Maniac	12	7	4	228	99	0.36	5	After Midnight	Mutual Match	53	147	56.2	Aquarius	Muscular	Serious Relationship
Male	Gay	Suburban	Very High	Associate’s	Skating, Memes, Reading	298	Extreme User	0.77	Swipe Maniac	24	23	0	237	24	0.15	8	After Midnight	No Action	22	195	98.5	Taurus	Slim	Hookups
Transgender	Bisexual	Suburban	Upper-Middle	Associate’s	Hiking, Writing, Investing	130	Addicted	0.31	Balanced	103	6	3	105	46	0.04	0	After Midnight	Mutual Match	35	195	96.2	Capricorn	Plus Size	Exploring
Male	Asexual	Rural	Upper-Middle	Bachelor’s	Social Activism, Painting, Clubbing	227	Extreme User	0.45	Optimistic	146	1	0	155	75	0.4	11	Afternoon	Date Happened	33	183	96.1	Leo	Muscular	Hookups
Non-binary	Gay	Rural	High	Master’s	Coding, Movies, Board Games	77	High	0.59	Optimistic	101	2	3	22	94	0.36	15	Early Morning	One-sided Like	20	149	48.0	Cancer	Slim	Casual Dating
Female	Lesbian	Metro	Very Low	Diploma	Skating, Music, Parenting	222	Extreme User	0.35	Balanced	57	21	4	74	15	0.33	23	Early Morning	Chat Ignored	57	197	109.8	Pisces	Curvy	Serious Relationship
Female	Bisexual	Metro	Upper-Middle	Associate’s	Fashion, Gaming, Parenting	86	High	0.54	Optimistic	138	13	4	110	10	0.66	17	After Midnight	Chat Ignored	26	153	58.1	Libra	Muscular	Networking
Non-binary	Lesbian	Rural	Very Low	Master’s	Binge-Watching, Cars, History	169	Addicted	0.59	Optimistic	49	13	4	470	93	0.22	14	After Midnight	One-sided Like	58	178	94.4	Aries	Athletic	Serious Relationship
Prefer Not to Say	Queer	Suburban	High	Bachelor’s	Board Games, Skating, Movies	145	Addicted	0.71	Swipe Maniac	139	12	3	459	5	0.51	6	Early Morning	Instant Match	21	169	64.5	Pisces	Athletic	Serious Relationship
Non-binary	Pansexual	Urban	Low	Master’s	Traveling, Clubbing, Fitness	158	Addicted	0.2	Balanced	152	5	3	352	78	0.45	22	After Midnight	No Action	53	180	77.4	Capricorn	Muscular	Casual Dating
Non-binary	Straight	Small Town	Middle	Associate’s	History, Cooking, Board Games	271	Extreme User	0.56	Optimistic	144	9	5	208	100	0.37	14	After Midnight	Date Happened	54	162	63.5	Sagittarius	Plus Size	Serious Relationship
Genderfluid	Gay	Small Town	Upper-Middle	MBA	Traveling, Memes, DIY	36	Moderate	0.29	Balanced	73	19	0	133	1	0.05	3	Morning	One-sided Like	22	147	56.4	Cancer	Muscular	Exploring
Male	Lesbian	Rural	Lower-Middle	Diploma	Hiking, Pets, Yoga	230	Extreme User	0.49	Optimistic	48	2	5	187	53	0.28	22	Morning	Mutual Match	53	150	63.0	Libra	Average	Friends Only
Male	Lesbian	Suburban	Very High	Diploma	Tech, Motorcycling, Startups	96	High	0.42	Optimistic	91	13	4	469	4	0.35	19	Afternoon	One-sided Like	38	176	73.4	Capricorn	Average	Exploring
Transgender	Queer	Metro	Very High	PhD	Traveling, Makeup, Cars	44	Moderate	0.24	Balanced	134	13	6	454	56	0.26	13	Evening	Catfished	31	196	78.0	Scorpio	Slim	Networking
Female	Bisexual	Suburban	Very Low	PhD	Anime, Hiking, Motorcycling	257	Extreme User	0.51	Optimistic	21	6	1	188	86	0.04	7	Late Night	Instant Match	18	178	86.2	Sagittarius	Curvy	Casual Dating
Male	Queer	Suburban	Low	PhD	Fashion, Podcasts, Languages	274	Extreme User	0.9	Swipe Maniac	157	27	5	228	7	0.19	9	Evening	Catfished	38	190	102.2	Scorpio	Athletic	Casual Dating
Male	Pansexual	Suburban	Middle	Associate’s	Fitness, Skating, Astrology	52	Moderate	0.79	Swipe Maniac	159	24	5	486	17	0.29	20	Evening	One-sided Like	55	187	102.1	Taurus	Curvy	Friends Only
Male	Lesbian	Remote Area	Upper-Middle	Postdoc	Makeup, Parenting, Movies	58	Moderate	0.36	Balanced	125	6	3	236	23	0.26	23	Afternoon	Instant Match	51	183	85.7	Virgo	Athletic	Serious Relationship
Prefer Not to Say	Gay	Small Town	Middle	MBA	Cooking, Sneaker Culture, Motorcycling	199	Extreme User	0.5	Optimistic	13	13	4	337	93	0.05	19	Morning	Date Happened	20	188	83.1	Cancer	Athletic	Networking
Genderfluid	Pansexual	Remote Area	Very Low	MBA	Coding, Sneaker Culture, Parenting	34	Moderate	0.37	Balanced	0	0	2	174	42	0.58	19	Late Night	Date Happened	25	194	79.4	Gemini	Plus Size	Friends Only
Female	Lesbian	Small Town	Very Low	MBA	Tech, Gaming, Board Games	238	Extreme User	0.28	Balanced	191	25	0	60	59	0.43	12	Late Night	No Action	49	196	77.2	Aries	Curvy	Friends Only
Non-binary	Bisexual	Urban	Low	MBA	Tattoos, Astrology, Fashion	155	Addicted	0.42	Optimistic	97	28	2	48	44	0.6	9	Early Morning	Catfished	42	185	76.7	Virgo	Athletic	Casual Dating
Genderfluid	Lesbian	Suburban	Middle	Postdoc	MMA, Startups, Painting	134	Addicted	0.55	Optimistic	78	26	4	425	79	0.73	7	Early Morning	Relationship Formed	32	193	93.5	Virgo	Athletic	Hookups
Non-binary	Gay	Urban	Upper-Middle	High School	Stand-up Comedy, Spirituality, Fitness	56	Moderate	0.57	Optimistic	5	0	2	132	87	0.26	14	Early Morning	One-sided Like	36	166	68.3	Pisces	Average	Casual Dating
Non-binary	Straight	Metro	Upper-Middle	PhD	Makeup, Meditation, Motorcycling	150	Addicted	0.35	Balanced	160	29	0	454	94	0.25	23	Afternoon	Chat Ignored	53	183	69.0	Scorpio	Athletic	Casual Dating
Genderfluid	Queer	Metro	Very Low	Postdoc	Gardening, Meditation, Politics	183	Extreme User	0.64	Optimistic	20	14	3	412	36	0.34	12	Early Morning	Date Happened	24	197	102.5	Scorpio	Slim	Exploring
Non-binary	Bisexual	Suburban	Very High	Postdoc	Hiking, History, Movies	94	High	0.48	Optimistic	131	4	1	341	50	0.46	1	After Midnight	Catfished	32	153	68.1	Pisces	Curvy	Exploring
Prefer Not to Say	Demisexual	Suburban	Very Low	Postdoc	History, Anime, Tech	47	Moderate	0.56	Optimistic	6	5	5	403	62	0.28	12	Early Morning	No Action	26	178	64.0	Leo	Slim	Serious Relationship
Non-binary	Lesbian	Rural	Upper-Middle	Associate’s	Pets, Binge-Watching, Board Games	123	Addicted	0.53	Optimistic	125	0	6	26	74	0.12	22	Evening	Mutual Match	43	146	43.3	Gemini	Slim	Hookups
Transgender	Straight	Rural	Middle	Diploma	Tech, Anime, Investing	231	Extreme User	0.47	Optimistic	120	14	6	232	22	0.18	12	Morning	Ghosted	27	198	110.9	Leo	Athletic	Exploring
Genderfluid	Gay	Suburban	Middle	Diploma	Cooking, Makeup, Gardening	23	Low	0.48	Optimistic	136	23	1	485	91	0.14	7	After Midnight	Catfished	25	196	103.3	Aquarius	Athletic	Casual Dating
Female	Bisexual	Metro	High	Postdoc	Fashion, Stand-up Comedy, Yoga	119	High	0.49	Optimistic	19	9	5	237	47	0.21	20	Evening	Date Happened	34	168	53.1	Capricorn	Average	Friends Only
Female	Queer	Urban	High	Master’s	Tattoos, Coding, Sneaker Culture	44	Moderate	0.11	Choosy	177	13	4	470	84	0.38	9	Afternoon	Blocked	56	199	95.0	Capricorn	Muscular	Networking
Female	Demisexual	Urban	Low	MBA	Politics, Hiking, Memes	246	Extreme User	0.36	Balanced	124	28	6	364	29	0.08	19	Afternoon	Blocked	53	163	63.8	Gemini	Average	Serious Relationship
Female	Asexual	Rural	Lower-Middle	MBA	Poetry, Photography, Spirituality	136	Addicted	0.35	Balanced	79	29	1	435	34	0.12	15	After Midnight	Date Happened	22	199	90.7	Libra	Plus Size	Casual Dating
Genderfluid	Straight	Rural	Lower-Middle	Master’s	Parenting, Clubbing, DIY	218	Extreme User	0.42	Optimistic	18	5	6	123	41	0.81	0	Late Night	Chat Ignored	28	154	48.9	Cancer	Athletic	Hookups
Prefer Not to Say	Lesbian	Metro	High	Master’s	Skating, Painting, Investing	191	Extreme User	0.72	Swipe Maniac	117	12	3	201	34	0.45	11	Early Morning	Mutual Match	23	161	52.9	Pisces	Curvy	Serious Relationship
Transgender	Lesbian	Small Town	Low	Postdoc	Sneaker Culture, Music, Movies	40	Moderate	0.51	Optimistic	84	5	2	355	93	0.43	19	Late Night	Instant Match	55	187	90.9	Sagittarius	Muscular	Friends Only
Non-binary	Lesbian	Small Town	High	MBA	Running, Astrology, Traveling	115	High	0.65	Optimistic	4	3	5	163	65	0.07	4	After Midnight	Mutual Match	28	171	62.9	Scorpio	Athletic	Casual Dating
Female	Asexual	Small Town	Lower-Middle	Postdoc	Pets, Music, Crafting	33	Moderate	0.34	Balanced	31	25	5	233	33	0.3	3	After Midnight	Catfished	35	172	53.8	Leo	Plus Size	Exploring
Transgender	Gay	Suburban	Very High	Bachelor’s	Politics, Astrology, Gardening	75	High	0.31	Balanced	121	7	2	278	65	0.12	19	Morning	Blocked	52	189	71.8	Libra	Slim	Exploring
Prefer Not to Say	Gay	Rural	Very Low	MBA	Spirituality, Clubbing, Poetry	238	Extreme User	0.34	Balanced	61	30	4	470	97	0.17	1	Morning	Chat Ignored	49	152	50.1	Aries	Muscular	Friends Only
Male	Asexual	Suburban	High	High School	Spirituality, Languages, Painting	163	Addicted	0.91	Swipe Maniac	177	15	1	382	68	0.28	11	Early Morning	Ghosted	41	153	61.6	Aries	Athletic	Hookups
Non-binary	Bisexual	Metro	Upper-Middle	Diploma	Tech, Binge-Watching, Gardening	216	Extreme User	0.79	Swipe Maniac	166	9	1	290	41	0.13	2	Late Night	Blocked	58	197	78.4	Virgo	Athletic	Networking
Male	Asexual	Remote Area	Low	Postdoc	Parenting, Languages, MMA	196	Extreme User	0.65	Optimistic	168	11	0	270	39	0.6	15	Afternoon	Date Happened	58	164	54.6	Aries	Athletic	Hookups
Prefer Not to Say	Straight	Urban	Upper-Middle	Master’s	Poetry, Gaming, Meditation	281	Extreme User	0.63	Optimistic	104	14	5	308	51	0.2	14	Late Night	Ghosted	22	184	81.3	Aries	Plus Size	Serious Relationship
Female	Bisexual	Suburban	Low	PhD	MMA, Crafting, Spirituality	245	Extreme User	0.47	Optimistic	14	14	3	116	47	0.1	13	Afternoon	Mutual Match	33	189	77.5	Virgo	Slim	Casual Dating
Prefer Not to Say	Gay	Urban	Upper-Middle	MBA	Movies, Anime, Painting	112	High	0.28	Balanced	67	20	2	486	85	0.29	21	Evening	Ghosted	55	180	64.5	Cancer	Curvy	Exploring
Transgender	Lesbian	Small Town	Middle	MBA	Photography, Gaming, Binge-Watching	108	High	0.14	Choosy	94	14	3	60	33	0.17	15	Early Morning	Relationship Formed	45	184	96.2	Capricorn	Plus Size	Friends Only
Non-binary	Pansexual	Small Town	Upper-Middle	Diploma	K-pop, Startups, History	152	Addicted	0.77	Swipe Maniac	111	29	4	484	94	0.4	22	Evening	Catfished	59	198	81.2	Gemini	Average	Friends Only
Genderfluid	Bisexual	Metro	Upper-Middle	Master’s	Crafting, Podcasts, Makeup	102	High	0.3	Balanced	187	12	4	348	80	0.26	16	Late Night	No Action	58	153	46.8	Cancer	Curvy	Networking
Non-binary	Gay	Metro	High	Bachelor’s	Clubbing, Parenting, Astrology	54	Moderate	0.69	Optimistic	187	12	6	347	87	0.19	15	Evening	One-sided Like	46	174	84.2	Sagittarius	Athletic	Networking
Prefer Not to Say	Pansexual	Urban	Very High	Bachelor’s	Investing, Reading, K-pop	92	High	0.64	Optimistic	76	17	1	11	79	0.1	4	Morning	Chat Ignored	53	184	99.9	Capricorn	Slim	Exploring
Female	Demisexual	Metro	Very High	No Formal Education	Board Games, Movies, Hiking	192	Extreme User	0.53	Optimistic	136	23	1	488	29	0.52	12	Morning	No Action	51	175	84.5	Cancer	Curvy	Casual Dating
Transgender	Pansexual	Small Town	Very Low	MBA	Cars, Running, Pets	215	Extreme User	0.53	Optimistic	63	0	1	436	84	0.33	15	Evening	Catfished	57	157	49.8	Cancer	Curvy	Friends Only
Prefer Not to Say	Asexual	Remote Area	Middle	High School	Music, Yoga, Languages	267	Extreme User	0.33	Balanced	157	21	6	31	6	0.26	19	After Midnight	Blocked	59	186	103.4	Leo	Curvy	Hookups
Non-binary	Straight	Urban	High	Master’s	Running, Gardening, Stand-up Comedy	22	Low	0.38	Balanced	78	19	1	258	8	0.5	0	After Midnight	No Action	19	149	56.2	Cancer	Athletic	Hookups
Transgender	Pansexual	Urban	Very High	Associate’s	Tattoos, Spirituality, Hiking	175	Addicted	0.37	Balanced	35	15	5	458	10	0.39	17	Afternoon	One-sided Like	49	168	76.2	Pisces	Average	Exploring
Non-binary	Pansexual	Suburban	Very Low	Bachelor’s	Skating, Gaming, Stand-up Comedy	107	High	0.3	Balanced	193	30	4	176	90	0.09	17	Morning	Relationship Formed	54	156	58.2	Cancer	Curvy	Hookups
Female	Demisexual	Suburban	Upper-Middle	Associate’s	Sneaker Culture, Poetry, Spirituality	229	Extreme User	0.51	Optimistic	61	13	6	496	38	0.21	3	Afternoon	Blocked	18	198	91.0	Capricorn	Average	Networking
Genderfluid	Queer	Small Town	Very High	Postdoc	Tattoos, Meditation, Crafting	183	Extreme User	0.1	Choosy	107	25	0	149	66	0.32	8	Afternoon	Catfished	21	200	96.0	Libra	Athletic	Friends Only
Transgender	Demisexual	Small Town	High	Master’s	Painting, Parenting, Photography	264	Extreme User	0.5	Optimistic	127	5	6	220	51	0.27	21	Early Morning	Ghosted	31	195	104.6	Sagittarius	Muscular	Hookups
Prefer Not to Say	Gay	Metro	Very Low	PhD	Pets, Cars, Writing	87	High	0.67	Optimistic	15	14	6	378	100	0.4	20	Late Night	Date Happened	45	159	65.2	Gemini	Plus Size	Networking
Transgender	Lesbian	Suburban	High	MBA	Clubbing, Fashion, Stand-up Comedy	6	Very Low	0.23	Balanced	138	20	2	203	89	0.1	18	After Midnight	Instant Match	32	175	87.6	Leo	Muscular	Friends Only
Transgender	Straight	Small Town	Middle	No Formal Education	Movies, Music, Gaming	238	Extreme User	0.24	Balanced	18	12	5	148	66	0.66	4	Early Morning	Blocked	33	169	70.8	Virgo	Plus Size	Networking
Transgender	Queer	Small Town	Low	Postdoc	Motorcycling, Sneaker Culture, Writing	117	High	0.46	Optimistic	91	27	1	216	25	0.53	15	After Midnight	Chat Ignored	26	178	89.0	Aquarius	Average	Exploring
Non-binary	Bisexual	Rural	Lower-Middle	Master’s	Astrology, Reading, Languages	216	Extreme User	0.3	Balanced	40	19	5	384	70	0.2	12	Early Morning	Blocked	43	199	72.5	Scorpio	Plus Size	Serious Relationship
Transgender	Straight	Rural	Very Low	Postdoc	Art, Spirituality, Binge-Watching	65	High	0.36	Balanced	172	16	3	196	15	0.36	7	Late Night	Chat Ignored	55	158	49.7	Sagittarius	Average	Networking
Transgender	Gay	Urban	High	PhD	Photography, Fashion, Startups	204	Extreme User	0.81	Swipe Maniac	133	22	2	11	49	0.31	17	Evening	Chat Ignored	49	197	91.2	Aries	Muscular	Exploring
Transgender	Queer	Metro	Lower-Middle	No Formal Education	Memes, Art, Motorcycling	149	Addicted	0.5	Optimistic	129	21	1	325	10	0.17	13	After Midnight	Chat Ignored	28	162	67.4	Virgo	Muscular	Serious Relationship
Female	Queer	Remote Area	Very Low	MBA	Photography, Music, Poetry	113	High	0.59	Optimistic	107	1	4	82	76	0.4	8	Afternoon	Relationship Formed	21	175	66.2	Pisces	Muscular	Serious Relationship
Non-binary	Asexual	Remote Area	Very Low	PhD	Podcasts, Investing, Languages	12	Very Low	0.69	Optimistic	8	0	4	410	30	0.18	5	Late Night	Instant Match	50	158	69.6	Gemini	Slim	Networking
Male	Queer	Suburban	Very High	High School	Cars, Skating, Board Games	88	High	0.59	Optimistic	70	7	0	109	11	0.3	1	Afternoon	Catfished	18	196	77.2	Capricorn	Slim	Friends Only
Prefer Not to Say	Demisexual	Remote Area	Lower-Middle	PhD	Movies, Gardening, Meditation	89	High	0.77	Swipe Maniac	127	2	0	231	7	0.04	20	After Midnight	Mutual Match	24	182	65.9	Scorpio	Athletic	Friends Only
Transgender	Demisexual	Suburban	Lower-Middle	MBA	Languages, Memes, Movies	57	Moderate	0.17	Choosy	121	9	4	36	59	0.18	13	Late Night	Instant Match	36	188	97.2	Scorpio	Plus Size	Exploring
Genderfluid	Lesbian	Metro	Middle	No Formal Education	Astrology, Music, Photography	165	Addicted	0.46	Optimistic	175	23	2	82	61	0.37	8	Afternoon	Ghosted	18	172	75.1	Libra	Plus Size	Networking
Non-binary	Bisexual	Suburban	Middle	PhD	Parenting, Spirituality, Startups	57	Moderate	0.79	Swipe Maniac	75	14	2	451	48	0.27	1	Evening	Instant Match	33	148	59.6	Aries	Athletic	Networking
Transgender	Asexual	Rural	Upper-Middle	Bachelor’s	Music, Gaming, Motorcycling	220	Extreme User	0.46	Optimistic	154	17	0	415	74	0.22	7	Afternoon	Ghosted	57	163	65.1	Libra	Muscular	Serious Relationship
Non-binary	Demisexual	Metro	High	No Formal Education	Tattoos, Memes, History	0	Barely	0.47	Optimistic	8	2	6	374	77	0.18	13	Late Night	Mutual Match	41	185	81.5	Leo	Curvy	Serious Relationship
Male	Straight	Rural	Upper-Middle	MBA	Cooking, Coding, Writing	224	Extreme User	0.51	Optimistic	126	13	5	118	2	0.31	3	Morning	Chat Ignored	18	187	102.5	Scorpio	Slim	Hookups
Transgender	Queer	Metro	Middle	High School	Investing, Painting, History	175	Addicted	0.34	Balanced	115	22	4	314	63	0.21	21	After Midnight	Chat Ignored	41	186	90.6	Scorpio	Slim	Exploring
Prefer Not to Say	Lesbian	Remote Area	Lower-Middle	High School	Music, Traveling, Tech	207	Extreme User	0.48	Optimistic	95	28	3	255	14	0.46	4	Afternoon	Relationship Formed	38	181	62.2	Leo	Curvy	Networking

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