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	Demisexual	Suburban	Upper-Middle	Associate’s	Tech, Podcasts, Pets	28	Low	0.73	Swipe Maniac	108	13	3	213	91	0.24	22	Morning	Instant Match	48	185	80.8	Capricorn	Athletic	Serious Relationship
Prefer Not to Say	Pansexual	Small Town	Middle	MBA	MMA, Painting, Motorcycling	58	Moderate	0.71	Swipe Maniac	150	4	6	359	87	0.39	9	After Midnight	No Action	26	200	80.4	Leo	Plus Size	Hookups
Female	Gay	Rural	Lower-Middle	Bachelor’s	Fashion, Parenting, Clubbing	233	Extreme User	0.5	Optimistic	106	15	1	34	91	0.36	18	Late Night	Date Happened	23	146	53.1	Virgo	Muscular	Hookups
Male	Straight	Small Town	High	Master’s	Traveling, Cars, Languages	32	Moderate	0.42	Optimistic	182	25	0	197	21	0.14	12	Early Morning	Instant Match	37	176	64.1	Gemini	Athletic	Exploring
Prefer Not to Say	Queer	Remote Area	Very High	No Formal Education	Politics, Writing, Meditation	99	High	0.55	Optimistic	17	10	2	26	6	0.27	6	Evening	Catfished	23	179	86.5	Pisces	Plus Size	Friends Only
Prefer Not to Say	Queer	Urban	Very High	Bachelor’s	Music, Memes, Clubbing	63	High	0.17	Choosy	75	13	1	216	81	0.26	5	Early Morning	Mutual Match	50	190	75.4	Pisces	Slim	Serious Relationship
Prefer Not to Say	Pansexual	Remote Area	Upper-Middle	Bachelor’s	Poetry, Movies, Astrology	157	Addicted	0.46	Optimistic	188	23	2	479	70	0.53	16	Early Morning	Relationship Formed	53	167	53.0	Aries	Curvy	Exploring
Transgender	Demisexual	Suburban	Very Low	Master’s	Binge-Watching, Tattoos, Sneaker Culture	41	Moderate	0.48	Optimistic	89	11	5	177	52	0.5	11	Early Morning	Mutual Match	48	200	112.0	Pisces	Plus Size	Casual Dating
Transgender	Queer	Metro	High	Bachelor’s	Tech, Binge-Watching, Crafting	79	High	0.35	Balanced	11	11	6	202	31	0.01	18	Late Night	One-sided Like	46	178	66.5	Cancer	Average	Networking
Non-binary	Pansexual	Remote Area	Middle	Bachelor’s	Memes, Cars, Meditation	189	Extreme User	0.34	Balanced	125	19	4	209	19	0.22	19	Afternoon	Ghosted	49	151	54.5	Cancer	Muscular	Exploring
Female	Lesbian	Rural	Upper-Middle	Postdoc	Board Games, Running, Podcasts	264	Extreme User	0.69	Optimistic	109	19	3	436	53	0.29	14	Evening	One-sided Like	41	149	57.7	Pisces	Slim	Casual Dating
Genderfluid	Asexual	Urban	Upper-Middle	MBA	Art, Clubbing, Running	163	Addicted	0.31	Balanced	91	17	1	437	62	0.14	12	Late Night	Ghosted	42	148	40.5	Scorpio	Slim	Networking
Female	Demisexual	Urban	Middle	Associate’s	Pets, Photography, Memes	201	Extreme User	0.53	Optimistic	174	14	0	352	26	0.12	2	After Midnight	Catfished	50	164	78.0	Capricorn	Athletic	Hookups
Female	Lesbian	Small Town	Lower-Middle	PhD	Dancing, Reading, Parenting	214	Extreme User	0.66	Optimistic	22	10	1	110	7	0.06	22	Morning	No Action	22	162	72.2	Aries	Curvy	Hookups
Genderfluid	Pansexual	Rural	Lower-Middle	MBA	Fashion, Astrology, Movies	299	Extreme User	0.24	Balanced	80	21	0	474	38	0.18	6	Late Night	One-sided Like	20	193	88.7	Virgo	Plus Size	Friends Only
Male	Pansexual	Urban	Very Low	Postdoc	Makeup, Music, Fashion	144	Addicted	0.5	Optimistic	92	16	5	489	99	0.08	14	Early Morning	Mutual Match	38	159	68.8	Sagittarius	Average	Friends Only
Female	Demisexual	Urban	Lower-Middle	High School	Art, Parenting, Movies	192	Extreme User	0.52	Optimistic	33	1	1	172	30	0.15	3	Early Morning	Relationship Formed	20	183	96.4	Pisces	Curvy	Serious Relationship
Transgender	Bisexual	Small Town	Upper-Middle	No Formal Education	Gardening, Gaming, K-pop	84	High	0.56	Optimistic	84	20	0	69	50	0.4	7	Late Night	Chat Ignored	33	168	58.7	Libra	Athletic	Hookups
Genderfluid	Straight	Remote Area	Very Low	Bachelor’s	Music, Parenting, Stand-up Comedy	66	High	0.74	Swipe Maniac	30	23	0	246	21	0.13	2	Early Morning	No Action	23	172	74.3	Leo	Plus Size	Friends Only
Genderfluid	Asexual	Metro	Very Low	Bachelor’s	Board Games, Tattoos, Fitness	240	Extreme User	0.19	Choosy	3	0	6	252	75	0.39	4	Early Morning	No Action	19	171	75.1	Pisces	Plus Size	Friends Only
Genderfluid	Pansexual	Metro	Very High	Associate’s	Crafting, Fitness, Hiking	118	High	0.14	Choosy	171	22	2	80	7	0.28	4	Late Night	Mutual Match	34	171	82.2	Cancer	Plus Size	Serious Relationship
Prefer Not to Say	Gay	Urban	Lower-Middle	Bachelor’s	K-pop, Spirituality, Skating	13	Very Low	0.48	Optimistic	4	3	6	368	34	0.15	19	Morning	Mutual Match	23	194	107.3	Scorpio	Average	Casual Dating
Male	Bisexual	Remote Area	Very Low	No Formal Education	Tattoos, Sneaker Culture, Traveling	179	Addicted	0.4	Optimistic	135	24	6	154	59	0.2	9	After Midnight	Ghosted	26	162	78.7	Aquarius	Plus Size	Serious Relationship
Non-binary	Bisexual	Metro	Upper-Middle	PhD	Movies, Traveling, Poetry	223	Extreme User	0.37	Balanced	29	3	4	269	55	0.47	10	Late Night	No Action	38	160	52.5	Virgo	Muscular	Networking
Female	Queer	Metro	Very High	MBA	Clubbing, MMA, Languages	241	Extreme User	0.38	Balanced	110	4	3	458	0	0.27	10	Early Morning	Instant Match	27	178	82.7	Capricorn	Plus Size	Hookups
Non-binary	Lesbian	Urban	Middle	MBA	Meditation, Movies, Gardening	132	Addicted	0.12	Choosy	101	30	6	470	26	0.21	0	Evening	Instant Match	48	156	56.7	Sagittarius	Slim	Hookups
Genderfluid	Bisexual	Urban	Lower-Middle	No Formal Education	Dancing, MMA, Podcasts	114	High	0.4	Optimistic	75	6	6	362	7	0.14	10	Afternoon	Mutual Match	51	178	79.8	Scorpio	Slim	Friends Only
Transgender	Demisexual	Small Town	Low	PhD	Binge-Watching, Gaming, Stand-up Comedy	212	Extreme User	0.49	Optimistic	17	1	1	21	12	0.27	5	Evening	Catfished	20	190	77.3	Leo	Athletic	Hookups
Genderfluid	Asexual	Urban	Upper-Middle	Diploma	Sneaker Culture, Coding, Astrology	241	Extreme User	0.19	Choosy	90	7	6	407	77	0.65	18	Late Night	Date Happened	57	149	59.5	Taurus	Curvy	Hookups
Non-binary	Gay	Urban	High	Postdoc	Running, Makeup, Languages	272	Extreme User	0.5	Optimistic	195	16	0	90	9	0.46	15	Evening	Ghosted	46	146	55.8	Pisces	Average	Casual Dating
Prefer Not to Say	Demisexual	Urban	High	High School	Social Activism, Cooking, Sneaker Culture	297	Extreme User	0.09	Choosy	131	16	5	387	36	0.79	2	Morning	Catfished	18	196	79.9	Sagittarius	Curvy	Networking
Non-binary	Pansexual	Rural	Upper-Middle	Diploma	Coding, Sneaker Culture, Makeup	127	Addicted	0.56	Optimistic	86	9	5	489	71	0.28	1	Evening	Blocked	49	175	86.7	Sagittarius	Curvy	Friends Only
Male	Pansexual	Suburban	Upper-Middle	High School	Coding, Fashion, Reading	264	Extreme User	0.57	Optimistic	25	21	0	314	19	0.09	10	Morning	Blocked	28	177	75.8	Sagittarius	Curvy	Casual Dating
Non-binary	Lesbian	Rural	Low	Postdoc	MMA, Crafting, Stand-up Comedy	189	Extreme User	0.62	Optimistic	56	20	5	185	13	0.27	13	Morning	Date Happened	42	181	59.6	Aries	Curvy	Hookups
Prefer Not to Say	Lesbian	Urban	Lower-Middle	Associate’s	Tattoos, Memes, Spirituality	27	Low	0.27	Balanced	116	27	0	492	42	0.39	4	Late Night	Blocked	32	155	51.4	Leo	Muscular	Networking
Genderfluid	Pansexual	Metro	Very Low	Bachelor’s	K-pop, Podcasts, Art	0	Barely	0.16	Choosy	161	13	0	264	5	0.12	22	Early Morning	Relationship Formed	22	159	65.0	Libra	Muscular	Serious Relationship
Non-binary	Bisexual	Remote Area	Lower-Middle	Postdoc	Poetry, Fashion, Cooking	198	Extreme User	0.74	Swipe Maniac	194	11	2	402	51	0.18	18	Afternoon	Date Happened	57	164	50.3	Capricorn	Athletic	Casual Dating
Female	Queer	Suburban	Upper-Middle	Diploma	Meditation, Sneaker Culture, Hiking	209	Extreme User	0.23	Balanced	41	6	4	404	7	0.29	15	Late Night	Date Happened	25	197	97.4	Pisces	Plus Size	Networking
Transgender	Lesbian	Urban	Very Low	Diploma	Painting, Clubbing, Traveling	80	High	0.58	Optimistic	167	2	3	273	76	0.07	14	Morning	Mutual Match	37	191	91.6	Scorpio	Plus Size	Exploring
Transgender	Asexual	Rural	Upper-Middle	High School	Traveling, Poetry, MMA	209	Extreme User	0.58	Optimistic	92	7	0	25	99	0.05	2	Morning	Instant Match	31	199	82.8	Cancer	Athletic	Casual Dating
Genderfluid	Lesbian	Suburban	Low	Associate’s	Gardening, Sneaker Culture, Fashion	286	Extreme User	0.35	Balanced	76	11	6	469	27	0.26	21	Morning	No Action	58	167	53.0	Aquarius	Muscular	Friends Only
Female	Straight	Urban	Upper-Middle	Associate’s	Poetry, Pets, Fashion	111	High	0.35	Balanced	62	9	2	211	20	0.15	10	Early Morning	Date Happened	44	167	53.8	Libra	Curvy	Exploring
Female	Gay	Rural	Very High	Master’s	Tattoos, Parenting, Motorcycling	140	Addicted	0.55	Optimistic	137	12	2	374	95	0.15	17	Morning	One-sided Like	59	176	86.1	Aries	Curvy	Hookups
Genderfluid	Bisexual	Rural	High	Postdoc	Gardening, Cars, Board Games	152	Addicted	0.63	Optimistic	165	3	1	338	68	0.01	4	Morning	One-sided Like	32	189	88.9	Aries	Plus Size	Exploring
Non-binary	Queer	Rural	Low	Associate’s	Sneaker Culture, Languages, Makeup	230	Extreme User	0.76	Swipe Maniac	29	17	5	302	95	0.43	11	Afternoon	Ghosted	51	199	110.5	Capricorn	Athletic	Networking
Non-binary	Lesbian	Remote Area	Very Low	PhD	Cooking, Tattoos, Languages	128	Addicted	0.67	Optimistic	133	30	6	86	50	0.33	23	Evening	One-sided Like	19	195	86.7	Pisces	Slim	Serious Relationship
Female	Queer	Rural	Lower-Middle	Associate’s	Photography, Startups, Memes	210	Extreme User	0.64	Optimistic	60	24	6	378	89	0.07	2	Afternoon	Blocked	23	166	75.0	Sagittarius	Curvy	Networking
Non-binary	Gay	Metro	Very High	Postdoc	Parenting, MMA, Sneaker Culture	46	Moderate	0.5	Optimistic	152	9	1	141	55	0.44	16	Evening	Ghosted	40	151	47.9	Leo	Plus Size	Exploring
Transgender	Bisexual	Rural	Very High	Bachelor’s	Meditation, Skating, Writing	173	Addicted	0.38	Balanced	158	19	4	50	86	0.11	0	After Midnight	Instant Match	42	162	51.4	Gemini	Plus Size	Friends Only
Female	Pansexual	Small Town	Very High	Bachelor’s	Painting, Binge-Watching, Languages	238	Extreme User	0.32	Balanced	64	27	6	48	14	0.52	4	Afternoon	Mutual Match	42	197	97.0	Scorpio	Slim	Casual Dating
Prefer Not to Say	Pansexual	Suburban	Very High	Bachelor’s	Hiking, Crafting, Memes	270	Extreme User	0.05	Choosy	104	8	1	279	79	0.14	5	Morning	Mutual Match	35	195	73.8	Scorpio	Muscular	Hookups
Female	Pansexual	Suburban	Lower-Middle	High School	Photography, Astrology, Memes	129	Addicted	0.46	Optimistic	143	16	3	373	41	0.21	18	Morning	One-sided Like	40	180	60.9	Cancer	Athletic	Exploring
Prefer Not to Say	Queer	Metro	Very Low	Master’s	Hiking, K-pop, Politics	42	Moderate	0.37	Balanced	56	1	4	231	33	0.1	14	Early Morning	Instant Match	21	152	61.5	Gemini	Muscular	Networking
Genderfluid	Demisexual	Suburban	Low	No Formal Education	Startups, Parenting, Sneaker Culture	266	Extreme User	0.32	Balanced	180	29	3	425	81	0.46	10	Late Night	Blocked	34	179	89.4	Virgo	Muscular	Networking
Prefer Not to Say	Demisexual	Small Town	Low	PhD	Photography, Gaming, Tattoos	225	Extreme User	0.61	Optimistic	97	16	1	202	40	0.08	15	Evening	One-sided Like	52	159	67.0	Aquarius	Plus Size	Hookups
Male	Asexual	Remote Area	Very High	High School	Music, Anime, Astrology	117	High	0.15	Choosy	182	17	4	352	46	0.26	9	Afternoon	One-sided Like	56	178	80.5	Virgo	Average	Friends Only
Non-binary	Asexual	Rural	Low	Associate’s	Languages, Board Games, Meditation	224	Extreme User	0.45	Optimistic	95	29	4	147	22	0.13	3	Afternoon	No Action	48	194	77.2	Pisces	Average	Networking
Female	Pansexual	Urban	Very Low	Diploma	MMA, Spirituality, Cars	70	High	0.76	Swipe Maniac	93	25	3	66	63	0.27	6	After Midnight	Relationship Formed	30	190	71.1	Libra	Plus Size	Hookups
Prefer Not to Say	Bisexual	Small Town	Very High	Associate’s	Movies, Tattoos, Social Activism	95	High	0.74	Swipe Maniac	50	17	5	42	54	0.18	13	Early Morning	One-sided Like	49	145	59.9	Leo	Average	Casual Dating
Non-binary	Asexual	Urban	Upper-Middle	No Formal Education	Fashion, Memes, Spirituality	176	Addicted	0.43	Optimistic	2	0	3	176	26	0.37	21	Early Morning	One-sided Like	53	154	63.1	Virgo	Plus Size	Hookups
Non-binary	Asexual	Small Town	Low	Bachelor’s	Investing, Skating, Languages	103	High	0.22	Balanced	75	11	2	160	7	0.08	23	Afternoon	Relationship Formed	39	158	50.4	Pisces	Muscular	Friends Only
Male	Bisexual	Rural	Very High	Postdoc	K-pop, Parenting, Board Games	257	Extreme User	0.17	Choosy	55	30	5	415	83	0.29	19	After Midnight	One-sided Like	55	156	67.9	Pisces	Muscular	Casual Dating
Female	Lesbian	Rural	Upper-Middle	Associate’s	History, Fashion, Dancing	195	Extreme User	0.18	Choosy	143	21	1	444	56	0.19	23	Afternoon	Chat Ignored	54	198	71.7	Leo	Slim	Friends Only
Non-binary	Demisexual	Suburban	Very High	Diploma	Stand-up Comedy, Movies, Skating	231	Extreme User	0.07	Choosy	114	4	6	63	40	0.16	23	Evening	No Action	52	166	73.0	Capricorn	Muscular	Networking
Male	Asexual	Suburban	Very Low	High School	Cars, Fashion, Running	197	Extreme User	0.53	Optimistic	13	9	2	386	23	0.36	6	Late Night	Mutual Match	22	197	86.5	Scorpio	Muscular	Networking
Non-binary	Straight	Urban	Very Low	Associate’s	Photography, History, Skating	152	Addicted	0.65	Optimistic	105	13	2	243	79	0.35	19	Morning	No Action	52	194	89.2	Capricorn	Plus Size	Networking
Prefer Not to Say	Asexual	Small Town	High	Diploma	Yoga, Tattoos, History	28	Low	0.53	Optimistic	147	24	3	331	42	0.2	9	Evening	Chat Ignored	49	170	65.6	Libra	Curvy	Friends Only
Prefer Not to Say	Bisexual	Urban	Very Low	No Formal Education	Investing, Makeup, Politics	112	High	0.45	Optimistic	190	26	4	33	72	0.34	16	After Midnight	Date Happened	55	156	64.0	Virgo	Average	Hookups
Prefer Not to Say	Bisexual	Small Town	Low	Master’s	Spirituality, Reading, DIY	201	Extreme User	0.51	Optimistic	46	2	1	479	86	0.14	12	Morning	Blocked	48	156	53.8	Gemini	Average	Casual Dating
Non-binary	Gay	Remote Area	High	Master’s	Hiking, Gaming, Memes	241	Extreme User	0.66	Optimistic	149	3	1	72	95	0.05	4	Late Night	Blocked	28	153	69.3	Leo	Athletic	Friends Only
Transgender	Demisexual	Small Town	Low	High School	History, Traveling, Startups	40	Moderate	0.02	Choosy	187	7	3	283	29	0.23	17	Early Morning	Mutual Match	49	161	67.1	Leo	Slim	Friends Only
Transgender	Straight	Remote Area	High	No Formal Education	Painting, Poetry, Motorcycling	8	Very Low	0.54	Optimistic	93	6	4	30	77	0.59	20	Late Night	Date Happened	25	162	52.2	Libra	Curvy	Casual Dating
Male	Lesbian	Rural	Very High	Bachelor’s	Memes, Reading, Painting	153	Addicted	0.69	Optimistic	127	12	2	227	23	0.62	23	Evening	Chat Ignored	26	180	64.2	Scorpio	Plus Size	Serious Relationship
Male	Lesbian	Rural	Lower-Middle	Master’s	Traveling, Gaming, Memes	164	Addicted	0.51	Optimistic	64	28	3	211	22	0.32	18	Morning	Catfished	25	193	81.6	Sagittarius	Slim	Casual Dating
Genderfluid	Lesbian	Metro	Upper-Middle	High School	Fashion, Tech, Foodie	285	Extreme User	0.48	Optimistic	176	9	3	496	63	0.31	12	Late Night	Chat Ignored	47	161	69.2	Taurus	Curvy	Casual Dating
Non-binary	Demisexual	Rural	Low	Diploma	Makeup, Reading, Gaming	145	Addicted	0.62	Optimistic	82	3	0	158	67	0.32	19	After Midnight	Ghosted	55	156	48.9	Aquarius	Average	Serious Relationship
Prefer Not to Say	Demisexual	Metro	High	Master’s	Makeup, Running, Languages	147	Addicted	0.26	Balanced	2	2	2	425	61	0.61	1	Afternoon	No Action	31	169	53.4	Capricorn	Curvy	Serious Relationship
Prefer Not to Say	Straight	Suburban	Low	Diploma	Spirituality, Fitness, Tattoos	278	Extreme User	0.53	Optimistic	33	3	3	170	7	0.58	5	Late Night	Mutual Match	25	169	71.4	Aries	Athletic	Hookups
Male	Pansexual	Rural	High	No Formal Education	Poetry, Tech, Astrology	263	Extreme User	0.68	Optimistic	127	18	2	90	19	0.43	14	Afternoon	Chat Ignored	42	157	59.4	Scorpio	Athletic	Serious Relationship
Male	Lesbian	Suburban	Middle	No Formal Education	Crafting, Sneaker Culture, Stand-up Comedy	45	Moderate	0.3	Balanced	5	3	6	5	47	0.22	3	Morning	Date Happened	25	183	82.4	Leo	Athletic	Casual Dating
Non-binary	Bisexual	Rural	Very High	MBA	Pets, Yoga, Coding	3	Barely	0.65	Optimistic	119	25	3	481	41	0.15	14	Morning	Date Happened	40	152	50.6	Capricorn	Muscular	Serious Relationship
Transgender	Bisexual	Metro	Low	Bachelor’s	Fashion, Anime, Writing	147	Addicted	0.49	Optimistic	190	23	1	233	25	0.51	10	Early Morning	Instant Match	27	154	70.2	Capricorn	Average	Serious Relationship
Female	Bisexual	Small Town	Lower-Middle	MBA	Astrology, Painting, Reading	222	Extreme User	0.4	Optimistic	25	14	4	330	6	0.57	16	After Midnight	Instant Match	40	151	48.6	Gemini	Muscular	Casual Dating
Prefer Not to Say	Straight	Metro	High	Master’s	Anime, Board Games, Painting	160	Addicted	0.17	Choosy	0	0	3	421	2	0.28	11	Afternoon	Date Happened	32	163	58.2	Leo	Plus Size	Networking
Non-binary	Demisexual	Small Town	Middle	Diploma	Traveling, Music, Memes	173	Addicted	0.52	Optimistic	121	5	5	460	82	0.38	11	Evening	Date Happened	45	176	76.8	Cancer	Athletic	Networking
Male	Straight	Suburban	High	MBA	Writing, DIY, Memes	217	Extreme User	0.62	Optimistic	120	19	4	365	35	0.43	8	Afternoon	Instant Match	45	172	62.7	Capricorn	Plus Size	Exploring
Prefer Not to Say	Pansexual	Remote Area	Lower-Middle	PhD	Movies, Pets, Reading	228	Extreme User	1.0	Swipe Maniac	6	5	0	287	69	0.11	22	Early Morning	Chat Ignored	53	191	103.2	Libra	Muscular	Casual Dating
Genderfluid	Demisexual	Small Town	Very High	Diploma	Spirituality, Anime, Binge-Watching	173	Addicted	0.8	Swipe Maniac	140	4	1	290	23	0.68	17	Morning	One-sided Like	29	168	67.5	Leo	Plus Size	Casual Dating
Genderfluid	Straight	Small Town	Upper-Middle	Associate’s	Astrology, Art, Skating	197	Extreme User	0.27	Balanced	155	10	6	35	49	0.68	6	Afternoon	Blocked	56	177	80.5	Pisces	Muscular	Exploring
Genderfluid	Lesbian	Suburban	Very High	Diploma	Skating, Crafting, Cars	121	Addicted	0.0	Choosy	193	3	3	106	47	0.35	9	Evening	Blocked	33	198	116.0	Gemini	Muscular	Exploring
Male	Asexual	Metro	Middle	Bachelor’s	Tattoos, Painting, DIY	107	High	0.49	Optimistic	89	0	5	441	88	0.28	16	Late Night	Catfished	59	180	97.2	Cancer	Plus Size	Hookups
Female	Pansexual	Rural	Very High	No Formal Education	Photography, Art, Clubbing	145	Addicted	0.66	Optimistic	40	10	2	140	47	0.24	15	Morning	Chat Ignored	43	147	53.2	Gemini	Slim	Casual Dating
Transgender	Lesbian	Remote Area	Lower-Middle	Bachelor’s	Foodie, Crafting, Clubbing	107	High	0.24	Balanced	128	17	0	64	83	0.11	12	After Midnight	Ghosted	43	182	75.5	Leo	Slim	Friends Only
Male	Lesbian	Small Town	Middle	High School	Pets, Writing, Social Activism	145	Addicted	0.58	Optimistic	143	4	6	126	54	0.68	10	Afternoon	Ghosted	36	185	69.8	Capricorn	Curvy	Casual Dating
Prefer Not to Say	Queer	Small Town	High	High School	Politics, Foodie, Fitness	288	Extreme User	0.4	Optimistic	128	30	1	222	73	0.13	11	Evening	Blocked	22	174	73.9	Aquarius	Plus Size	Casual Dating
Male	Lesbian	Small Town	Upper-Middle	PhD	Reading, Board Games, Sneaker Culture	216	Extreme User	0.6	Optimistic	41	10	4	260	51	0.56	17	Afternoon	One-sided Like	37	155	46.6	Libra	Average	Hookups
Male	Bisexual	Suburban	Lower-Middle	Diploma	Coding, DIY, Movies	295	Extreme User	0.37	Balanced	60	21	6	344	60	0.47	21	Morning	Relationship Formed	40	166	81.8	Capricorn	Average	Hookups
Transgender	Queer	Small Town	Upper-Middle	MBA	Board Games, Photography, Parenting	51	Moderate	0.49	Optimistic	69	27	4	262	90	0.44	5	Afternoon	No Action	42	147	57.7	Aquarius	Average	Networking
Genderfluid	Bisexual	Remote Area	Very High	No Formal Education	Art, Fashion, Board Games	45	Moderate	0.47	Optimistic	52	12	1	367	89	0.42	15	Late Night	One-sided Like	29	190	100.7	Leo	Plus Size	Serious Relationship
Genderfluid	Bisexual	Rural	Lower-Middle	Master’s	Stand-up Comedy, Memes, Reading	195	Extreme User	0.38	Balanced	7	2	6	219	76	0.15	2	Morning	Ghosted	45	170	78.3	Sagittarius	Athletic	Serious Relationship

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