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	Lesbian	Suburban	Middle	Associate’s	Podcasts, Sneaker Culture, Fitness	170	Addicted	0.45	Optimistic	118	15	2	395	89	0.22	14	Afternoon	Ghosted	56	164	64.0	Pisces	Plus Size	Casual Dating
Non-binary	Demisexual	Suburban	Upper-Middle	Bachelor’s	Coding, Art, Gardening	131	Addicted	0.57	Optimistic	28	9	2	82	41	0.31	1	Late Night	Ghosted	31	179	58.6	Pisces	Plus Size	Hookups
Male	Gay	Rural	Low	Associate’s	History, Gaming, Clubbing	293	Extreme User	0.6	Optimistic	179	15	1	203	24	0.07	0	After Midnight	Chat Ignored	29	158	72.4	Gemini	Athletic	Friends Only
Male	Lesbian	Remote Area	Very High	Master’s	Yoga, Parenting, Music	29	Low	0.4	Optimistic	120	14	3	220	54	0.25	22	Early Morning	Instant Match	26	181	62.9	Aquarius	Slim	Hookups
Female	Gay	Suburban	Low	Postdoc	Foodie, Stand-up Comedy, Dancing	201	Extreme User	0.95	Swipe Maniac	130	18	2	472	2	0.05	14	After Midnight	No Action	51	167	82.0	Cancer	Plus Size	Hookups
Transgender	Queer	Suburban	High	MBA	Painting, Clubbing, Astrology	13	Very Low	0.55	Optimistic	31	6	5	0	47	0.09	18	After Midnight	Chat Ignored	45	171	53.8	Taurus	Muscular	Serious Relationship
Non-binary	Demisexual	Urban	High	High School	Crafting, Traveling, Poetry	99	High	0.09	Choosy	62	27	6	369	40	0.41	0	Late Night	Blocked	35	153	50.6	Gemini	Average	Serious Relationship
Prefer Not to Say	Lesbian	Remote Area	Very High	High School	Writing, Investing, Languages	173	Addicted	0.16	Choosy	52	12	3	370	3	0.53	2	After Midnight	Blocked	40	154	61.9	Virgo	Slim	Networking
Female	Lesbian	Urban	Low	MBA	Startups, Tech, Spirituality	252	Extreme User	0.1	Choosy	28	22	6	213	2	0.29	20	Morning	Ghosted	57	182	65.3	Cancer	Muscular	Serious Relationship
Non-binary	Asexual	Rural	Low	Associate’s	Investing, Coding, Dancing	4	Barely	0.42	Optimistic	47	26	0	440	61	0.36	9	Early Morning	Mutual Match	20	194	72.6	Libra	Average	Casual Dating
Non-binary	Demisexual	Metro	Middle	Diploma	Sneaker Culture, Hiking, Politics	36	Moderate	0.45	Optimistic	86	2	1	303	91	0.64	2	Morning	Ghosted	31	189	88.2	Sagittarius	Curvy	Networking
Non-binary	Pansexual	Urban	Very Low	No Formal Education	MMA, Fitness, Makeup	193	Extreme User	0.8	Swipe Maniac	68	25	0	5	51	0.67	16	Afternoon	Catfished	30	180	71.6	Leo	Muscular	Networking
Non-binary	Queer	Rural	Upper-Middle	Associate’s	Traveling, Cooking, Tattoos	169	Addicted	0.5	Optimistic	52	6	0	183	59	0.13	14	Evening	Blocked	42	145	47.7	Scorpio	Average	Friends Only
Female	Queer	Suburban	Middle	Postdoc	Art, Cooking, Binge-Watching	286	Extreme User	0.49	Optimistic	182	10	2	115	12	0.68	10	After Midnight	Blocked	59	145	60.6	Taurus	Muscular	Exploring
Non-binary	Pansexual	Urban	Middle	PhD	Social Activism, Meditation, Motorcycling	272	Extreme User	0.12	Choosy	157	28	0	444	76	0.31	18	After Midnight	Instant Match	49	193	78.6	Aquarius	Slim	Networking
Female	Straight	Small Town	Very High	Bachelor’s	Meditation, Parenting, Photography	279	Extreme User	0.95	Swipe Maniac	160	19	4	450	19	0.5	16	After Midnight	Mutual Match	58	173	80.8	Scorpio	Plus Size	Hookups
Prefer Not to Say	Demisexual	Remote Area	Upper-Middle	Associate’s	Music, MMA, Binge-Watching	184	Extreme User	0.45	Optimistic	127	14	4	332	18	0.15	0	Evening	One-sided Like	51	184	94.1	Pisces	Muscular	Exploring
Prefer Not to Say	Pansexual	Suburban	Lower-Middle	Postdoc	Investing, Photography, Politics	155	Addicted	0.65	Optimistic	111	0	2	290	7	0.18	1	After Midnight	Chat Ignored	54	153	59.2	Libra	Average	Exploring
Female	Asexual	Remote Area	Middle	Diploma	Pets, Photography, Clubbing	271	Extreme User	0.93	Swipe Maniac	55	28	5	200	30	0.26	5	After Midnight	Catfished	29	195	102.7	Virgo	Muscular	Friends Only
Genderfluid	Demisexual	Remote Area	Very Low	PhD	Music, K-pop, Hiking	146	Addicted	0.71	Swipe Maniac	0	0	3	169	44	0.45	14	After Midnight	Ghosted	23	184	89.0	Scorpio	Curvy	Casual Dating
Female	Asexual	Remote Area	High	High School	Photography, Running, Social Activism	103	High	0.31	Balanced	70	17	4	359	69	0.19	18	Afternoon	Mutual Match	25	172	70.1	Taurus	Slim	Networking
Prefer Not to Say	Queer	Rural	Very Low	Master’s	Art, Movies, Tattoos	74	High	0.58	Optimistic	48	2	0	427	29	0.24	16	Morning	No Action	59	150	63.4	Taurus	Average	Networking
Male	Demisexual	Metro	Low	No Formal Education	Parenting, Sneaker Culture, Cooking	37	Moderate	0.67	Optimistic	124	21	1	414	83	0.23	6	Late Night	Instant Match	35	149	59.1	Pisces	Plus Size	Casual Dating
Female	Asexual	Metro	Low	PhD	Fashion, Politics, Running	151	Addicted	0.66	Optimistic	155	28	4	104	36	0.31	9	Afternoon	Date Happened	24	178	65.0	Scorpio	Slim	Networking
Male	Straight	Rural	High	MBA	Sneaker Culture, Gaming, Parenting	97	High	0.71	Swipe Maniac	71	2	3	497	42	0.31	19	Afternoon	Instant Match	28	189	97.9	Libra	Slim	Casual Dating
Transgender	Asexual	Rural	Very Low	PhD	Cooking, Fitness, Running	10	Very Low	0.47	Optimistic	122	15	6	291	10	0.45	7	Morning	Chat Ignored	44	195	77.2	Gemini	Average	Friends Only
Non-binary	Straight	Urban	High	No Formal Education	History, Anime, Poetry	297	Extreme User	0.81	Swipe Maniac	9	5	3	163	86	0.17	19	After Midnight	Ghosted	33	170	74.0	Gemini	Curvy	Hookups
Prefer Not to Say	Gay	Small Town	Middle	Diploma	Gardening, Cars, Sneaker Culture	134	Addicted	0.78	Swipe Maniac	133	13	5	171	8	0.41	9	Morning	Instant Match	19	150	49.5	Aquarius	Plus Size	Hookups
Prefer Not to Say	Queer	Remote Area	Lower-Middle	Diploma	Poetry, Coding, Photography	233	Extreme User	0.39	Balanced	28	26	4	486	49	0.24	12	After Midnight	Relationship Formed	58	170	74.9	Libra	Muscular	Casual Dating
Prefer Not to Say	Demisexual	Small Town	Upper-Middle	Diploma	Parenting, Anime, Startups	150	Addicted	0.61	Optimistic	198	3	5	103	19	0.22	22	After Midnight	Ghosted	31	189	80.4	Pisces	Slim	Exploring
Female	Queer	Rural	Very High	Postdoc	Gardening, Gaming, Music	246	Extreme User	0.48	Optimistic	184	2	4	230	55	0.04	0	Late Night	Ghosted	52	151	56.8	Cancer	Curvy	Serious Relationship
Transgender	Gay	Suburban	Lower-Middle	Diploma	Photography, History, Fitness	173	Addicted	0.16	Choosy	141	9	0	431	65	0.17	7	Morning	Relationship Formed	51	170	59.2	Virgo	Slim	Hookups
Transgender	Pansexual	Suburban	Upper-Middle	MBA	Sneaker Culture, Fitness, Board Games	92	High	0.56	Optimistic	135	5	1	436	77	0.16	14	After Midnight	Ghosted	45	157	50.5	Capricorn	Average	Exploring
Male	Demisexual	Remote Area	Lower-Middle	Associate’s	Board Games, Dancing, Coding	93	High	0.75	Swipe Maniac	151	18	0	398	7	0.74	7	Evening	Catfished	34	161	58.6	Cancer	Curvy	Hookups
Non-binary	Queer	Urban	Upper-Middle	Postdoc	Astrology, MMA, Hiking	177	Addicted	0.43	Optimistic	11	6	1	232	8	0.63	11	Late Night	Mutual Match	46	172	75.4	Gemini	Slim	Hookups
Prefer Not to Say	Asexual	Metro	Upper-Middle	PhD	Coding, Makeup, Music	40	Moderate	0.58	Optimistic	62	20	1	81	90	0.48	5	Morning	Blocked	51	198	97.2	Cancer	Plus Size	Casual Dating
Non-binary	Pansexual	Remote Area	Lower-Middle	Bachelor’s	Cars, Stand-up Comedy, Painting	123	Addicted	0.62	Optimistic	76	7	6	192	36	0.26	17	After Midnight	Date Happened	48	167	81.2	Gemini	Curvy	Exploring
Non-binary	Pansexual	Rural	Upper-Middle	Postdoc	Dancing, Pets, Startups	84	High	0.34	Balanced	183	12	5	208	12	0.24	7	After Midnight	Date Happened	30	149	59.5	Capricorn	Curvy	Hookups
Transgender	Gay	Remote Area	Upper-Middle	Bachelor’s	Dancing, Music, Clubbing	144	Addicted	0.52	Optimistic	44	9	5	191	77	0.58	1	Late Night	No Action	42	179	86.8	Sagittarius	Curvy	Serious Relationship
Prefer Not to Say	Asexual	Small Town	High	PhD	Makeup, Languages, Meditation	37	Moderate	0.46	Optimistic	188	2	1	192	73	0.36	15	Morning	Date Happened	34	192	98.1	Aquarius	Curvy	Casual Dating
Non-binary	Lesbian	Suburban	Lower-Middle	Diploma	Foodie, Crafting, Social Activism	205	Extreme User	0.46	Optimistic	80	29	4	137	66	0.48	21	Afternoon	One-sided Like	53	184	84.0	Sagittarius	Plus Size	Hookups
Genderfluid	Straight	Rural	High	MBA	Motorcycling, Social Activism, Meditation	271	Extreme User	0.37	Balanced	138	1	0	113	29	0.26	13	After Midnight	One-sided Like	29	188	93.7	Sagittarius	Curvy	Exploring
Prefer Not to Say	Bisexual	Remote Area	Middle	Associate’s	Board Games, Sneaker Culture, Cars	33	Moderate	0.32	Balanced	7	0	2	66	20	0.21	5	Evening	Chat Ignored	51	177	78.6	Cancer	Plus Size	Networking
Prefer Not to Say	Bisexual	Remote Area	Lower-Middle	MBA	Movies, Cars, Pets	79	High	0.6	Optimistic	46	15	0	103	68	0.17	4	Morning	One-sided Like	27	152	67.5	Libra	Muscular	Casual Dating
Prefer Not to Say	Demisexual	Small Town	Lower-Middle	Master’s	Sneaker Culture, Startups, Clubbing	286	Extreme User	0.41	Optimistic	141	11	0	387	50	0.19	18	Evening	Chat Ignored	50	174	78.7	Aries	Athletic	Casual Dating
Transgender	Gay	Rural	Low	MBA	K-pop, Languages, Anime	46	Moderate	0.31	Balanced	172	22	2	20	23	0.31	5	Evening	Blocked	39	169	83.1	Aquarius	Muscular	Casual Dating
Prefer Not to Say	Lesbian	Rural	High	Bachelor’s	Traveling, Dancing, Binge-Watching	51	Moderate	0.82	Swipe Maniac	134	22	6	478	22	0.76	23	Morning	Date Happened	32	159	47.5	Taurus	Average	Serious Relationship
Prefer Not to Say	Pansexual	Metro	Middle	Bachelor’s	Running, Reading, Binge-Watching	294	Extreme User	0.71	Swipe Maniac	40	11	5	233	27	0.44	10	After Midnight	Chat Ignored	21	160	56.1	Aquarius	Muscular	Friends Only
Non-binary	Asexual	Rural	Upper-Middle	Postdoc	Motorcycling, Art, Pets	184	Extreme User	0.21	Balanced	26	6	3	459	75	0.29	0	Morning	Relationship Formed	44	156	49.6	Taurus	Curvy	Casual Dating
Transgender	Lesbian	Remote Area	High	PhD	Traveling, Art, Running	236	Extreme User	0.79	Swipe Maniac	104	18	0	286	34	0.37	8	Late Night	No Action	39	185	66.1	Capricorn	Athletic	Friends Only
Prefer Not to Say	Queer	Remote Area	Middle	Master’s	Board Games, Binge-Watching, Writing	292	Extreme User	0.56	Optimistic	144	30	6	333	61	0.15	11	Afternoon	Mutual Match	38	188	79.2	Scorpio	Plus Size	Networking
Non-binary	Queer	Remote Area	Very Low	No Formal Education	Cars, Motorcycling, Social Activism	172	Addicted	0.0	Choosy	12	0	5	67	72	0.52	21	Morning	Chat Ignored	31	161	64.5	Cancer	Athletic	Hookups
Non-binary	Pansexual	Urban	Very Low	PhD	Stand-up Comedy, Dancing, K-pop	251	Extreme User	0.28	Balanced	149	25	6	442	26	0.43	17	After Midnight	Date Happened	19	148	65.7	Gemini	Plus Size	Friends Only
Male	Asexual	Suburban	High	Postdoc	Stand-up Comedy, Reading, Running	223	Extreme User	0.55	Optimistic	83	12	2	484	45	0.29	8	Evening	Chat Ignored	35	175	83.6	Virgo	Slim	Casual Dating
Prefer Not to Say	Gay	Rural	Very Low	Master’s	Meditation, Motorcycling, Stand-up Comedy	125	Addicted	0.18	Choosy	197	5	1	283	25	0.22	11	Evening	Relationship Formed	53	175	66.8	Libra	Slim	Friends Only
Female	Queer	Small Town	Upper-Middle	PhD	Fitness, Sneaker Culture, Pets	267	Extreme User	0.33	Balanced	49	11	1	156	25	0.17	18	Late Night	Mutual Match	44	173	65.8	Leo	Muscular	Exploring
Transgender	Queer	Metro	Upper-Middle	MBA	Hiking, Sneaker Culture, Foodie	94	High	0.43	Optimistic	159	21	5	130	78	0.28	20	Afternoon	Chat Ignored	29	194	79.4	Sagittarius	Plus Size	Exploring
Female	Straight	Metro	Very High	Diploma	Pets, Art, Fitness	105	High	0.35	Balanced	37	23	6	0	65	0.35	22	Afternoon	Chat Ignored	57	168	66.0	Taurus	Curvy	Friends Only
Female	Straight	Small Town	Middle	Diploma	Yoga, Stand-up Comedy, Social Activism	228	Extreme User	0.52	Optimistic	120	27	4	234	50	0.27	21	Late Night	Ghosted	35	185	86.6	Capricorn	Plus Size	Serious Relationship
Male	Demisexual	Metro	High	Diploma	Reading, Movies, Photography	9	Very Low	0.39	Balanced	44	7	1	401	87	0.23	14	Evening	Relationship Formed	26	178	73.8	Libra	Muscular	Casual Dating
Non-binary	Straight	Urban	Lower-Middle	Postdoc	Reading, Skating, Tattoos	228	Extreme User	0.53	Optimistic	121	29	1	234	61	0.19	22	Morning	No Action	30	148	56.7	Leo	Athletic	Hookups
Prefer Not to Say	Gay	Remote Area	Middle	Bachelor’s	Writing, History, Social Activism	114	High	0.47	Optimistic	11	6	6	284	4	0.3	20	After Midnight	Ghosted	56	182	65.9	Gemini	Curvy	Hookups
Genderfluid	Pansexual	Urban	Low	High School	MMA, Writing, Astrology	248	Extreme User	0.36	Balanced	44	4	5	444	36	0.2	1	Morning	Date Happened	25	153	44.0	Capricorn	Slim	Friends Only
Female	Lesbian	Suburban	Very Low	Associate’s	Podcasts, Stand-up Comedy, Movies	214	Extreme User	0.34	Balanced	75	12	6	243	0	0.04	0	Late Night	One-sided Like	30	185	89.7	Pisces	Muscular	Networking
Female	Straight	Rural	Middle	No Formal Education	Sneaker Culture, Startups, Poetry	173	Addicted	0.41	Optimistic	88	1	4	346	95	0.22	12	Early Morning	Chat Ignored	57	145	62.2	Virgo	Slim	Hookups
Female	Gay	Remote Area	High	Bachelor’s	Astrology, Running, Crafting	148	Addicted	0.27	Balanced	146	2	1	333	48	0.11	20	After Midnight	Blocked	58	195	79.1	Libra	Plus Size	Friends Only
Female	Lesbian	Metro	Very Low	PhD	Yoga, Clubbing, Cars	54	Moderate	0.44	Optimistic	42	0	5	33	57	0.3	18	Afternoon	Instant Match	32	145	54.9	Leo	Curvy	Exploring
Transgender	Bisexual	Metro	Low	MBA	Social Activism, Tech, Traveling	35	Moderate	0.56	Optimistic	123	6	6	19	29	0.52	1	Late Night	Mutual Match	54	197	93.5	Virgo	Average	Friends Only
Non-binary	Straight	Small Town	Low	Associate’s	Gardening, Motorcycling, Pets	223	Extreme User	0.7	Swipe Maniac	159	15	2	227	99	0.42	16	Morning	Mutual Match	52	189	73.9	Leo	Slim	Exploring
Male	Queer	Remote Area	Lower-Middle	Associate’s	Social Activism, History, Cars	258	Extreme User	0.67	Optimistic	156	11	4	461	10	0.27	5	Late Night	Ghosted	44	146	58.0	Capricorn	Average	Serious Relationship
Genderfluid	Gay	Metro	Very High	MBA	Stand-up Comedy, Parenting, Pets	84	High	0.38	Balanced	136	27	4	391	14	0.24	2	Evening	Blocked	53	177	93.4	Taurus	Average	Casual Dating
Male	Straight	Small Town	Very High	PhD	Writing, Fashion, Anime	214	Extreme User	0.46	Optimistic	149	5	4	154	91	0.32	21	Afternoon	Instant Match	53	148	39.9	Scorpio	Plus Size	Friends Only
Non-binary	Demisexual	Urban	High	Associate’s	Photography, Sneaker Culture, Meditation	269	Extreme User	0.46	Optimistic	83	6	0	474	61	0.22	23	Late Night	Catfished	35	150	42.1	Leo	Average	Serious Relationship
Female	Asexual	Suburban	High	Master’s	Movies, Reading, Gaming	297	Extreme User	0.31	Balanced	150	1	3	451	50	0.09	14	After Midnight	Blocked	24	193	91.3	Taurus	Average	Friends Only
Male	Gay	Remote Area	Very Low	Postdoc	Running, Investing, Pets	56	Moderate	0.25	Balanced	47	13	6	9	42	0.5	9	After Midnight	Ghosted	44	167	51.0	Sagittarius	Average	Exploring
Female	Pansexual	Rural	Upper-Middle	PhD	Poetry, Board Games, Dancing	184	Extreme User	0.63	Optimistic	27	12	5	285	63	0.4	12	Evening	Catfished	58	155	65.1	Cancer	Muscular	Serious Relationship
Non-binary	Pansexual	Remote Area	Very High	Diploma	Yoga, Startups, Meditation	240	Extreme User	0.65	Optimistic	21	9	2	452	62	0.61	6	Afternoon	Ghosted	53	163	71.2	Pisces	Curvy	Casual Dating
Female	Demisexual	Remote Area	Very High	Master’s	Painting, Crafting, K-pop	238	Extreme User	0.51	Optimistic	67	11	5	109	76	0.27	12	Late Night	Date Happened	42	156	46.5	Libra	Athletic	Casual Dating
Prefer Not to Say	Queer	Suburban	Lower-Middle	Diploma	Clubbing, Board Games, Social Activism	219	Extreme User	0.39	Balanced	158	12	5	361	21	0.06	1	Afternoon	Chat Ignored	49	169	70.0	Sagittarius	Curvy	Casual Dating
Non-binary	Bisexual	Remote Area	Upper-Middle	High School	Binge-Watching, Photography, Tattoos	67	High	0.61	Optimistic	159	1	3	67	16	0.58	14	Morning	Mutual Match	34	196	73.0	Cancer	Average	Hookups
Female	Lesbian	Urban	Very High	PhD	Fashion, Astrology, Cooking	228	Extreme User	0.51	Optimistic	21	7	3	500	42	0.23	7	Afternoon	Chat Ignored	19	168	83.3	Pisces	Athletic	Serious Relationship
Male	Asexual	Suburban	Low	High School	Movies, Social Activism, Politics	180	Extreme User	0.35	Balanced	9	0	6	471	33	0.13	21	After Midnight	Blocked	34	197	113.7	Aquarius	Curvy	Exploring
Female	Gay	Remote Area	Low	Diploma	Music, Photography, Stand-up Comedy	287	Extreme User	0.52	Optimistic	60	7	4	339	39	0.25	10	After Midnight	Instant Match	47	170	54.3	Gemini	Muscular	Exploring
Non-binary	Lesbian	Urban	Very High	Associate’s	Memes, Crafting, Art	268	Extreme User	0.32	Balanced	75	22	0	26	35	0.5	17	Morning	Chat Ignored	45	177	82.4	Aquarius	Muscular	Exploring
Transgender	Lesbian	Urban	Upper-Middle	High School	Music, K-pop, Cooking	178	Addicted	0.37	Balanced	92	0	2	274	25	0.71	10	Early Morning	Mutual Match	56	158	71.9	Gemini	Average	Exploring
Prefer Not to Say	Demisexual	Small Town	Very Low	Postdoc	Yoga, Dancing, Pets	105	High	0.52	Optimistic	169	1	5	119	51	0.4	21	Morning	Catfished	55	169	67.7	Virgo	Muscular	Networking
Transgender	Lesbian	Remote Area	Lower-Middle	MBA	Investing, DIY, Stand-up Comedy	283	Extreme User	0.37	Balanced	178	27	0	280	8	0.72	12	Morning	Ghosted	39	199	77.6	Gemini	Average	Hookups
Transgender	Gay	Metro	Very Low	Bachelor’s	Politics, Photography, Binge-Watching	188	Extreme User	0.36	Balanced	167	17	0	375	69	0.1	13	Early Morning	Catfished	18	174	89.3	Aquarius	Muscular	Exploring
Genderfluid	Gay	Remote Area	High	No Formal Education	Podcasts, Art, Reading	234	Extreme User	0.44	Optimistic	134	2	2	339	59	0.04	16	After Midnight	Instant Match	34	155	68.0	Taurus	Curvy	Networking
Transgender	Gay	Urban	Very High	Bachelor’s	Tech, Music, Memes	85	High	0.65	Optimistic	81	23	0	112	24	0.08	20	Afternoon	Relationship Formed	57	193	102.1	Libra	Athletic	Hookups
Transgender	Lesbian	Metro	Upper-Middle	PhD	Photography, Parenting, Writing	19	Low	1.0	Swipe Maniac	125	8	1	176	100	0.18	5	After Midnight	Mutual Match	49	182	63.6	Cancer	Muscular	Serious Relationship
Male	Asexual	Remote Area	Very Low	Diploma	K-pop, Motorcycling, Music	2	Barely	0.73	Swipe Maniac	170	28	6	193	95	0.41	6	After Midnight	Chat Ignored	40	165	56.4	Cancer	Athletic	Serious Relationship
Genderfluid	Queer	Remote Area	Very Low	Associate’s	DIY, Investing, History	233	Extreme User	0.78	Swipe Maniac	97	5	2	239	83	0.19	5	After Midnight	Date Happened	26	155	55.7	Pisces	Slim	Casual Dating
Genderfluid	Queer	Suburban	Upper-Middle	MBA	Clubbing, Memes, DIY	278	Extreme User	0.63	Optimistic	4	0	6	343	50	0.14	16	Late Night	Mutual Match	38	157	57.7	Gemini	Curvy	Serious Relationship
Non-binary	Bisexual	Urban	Very Low	Postdoc	Board Games, Astrology, Running	176	Addicted	0.42	Optimistic	177	6	6	333	32	0.29	20	Evening	One-sided Like	28	168	64.4	Pisces	Average	Casual Dating
Prefer Not to Say	Bisexual	Suburban	Very Low	MBA	Memes, Poetry, Hiking	111	High	0.75	Swipe Maniac	87	30	1	241	83	0.17	11	Evening	Catfished	26	181	79.9	Aries	Slim	Networking
Non-binary	Asexual	Suburban	Lower-Middle	High School	Meditation, Astrology, Cars	78	High	0.61	Optimistic	18	3	5	153	59	0.05	12	Late Night	Catfished	44	158	70.6	Taurus	Slim	Friends Only
Prefer Not to Say	Asexual	Metro	Upper-Middle	MBA	Traveling, Languages, Tattoos	112	High	0.87	Swipe Maniac	39	9	2	81	50	0.21	0	Early Morning	Ghosted	48	186	73.0	Leo	Slim	Networking
Male	Straight	Urban	Very High	High School	Painting, Languages, Tech	80	High	0.5	Optimistic	131	5	3	391	28	0.1	18	Early Morning	Relationship Formed	49	168	56.2	Libra	Plus Size	Networking
Transgender	Straight	Rural	Low	Diploma	Investing, MMA, Art	81	High	0.61	Optimistic	144	3	3	108	60	0.28	14	Evening	One-sided Like	46	164	49.2	Libra	Average	Serious Relationship

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