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
Female	Gay	Suburban	Middle	MBA	Poetry, Gardening, Astrology	170	Addicted	0.67	Optimistic	140	20	5	425	63	0.37	12	Early Morning	Catfished	35	161	66.4	Aquarius	Slim	Casual Dating
Prefer Not to Say	Lesbian	Rural	High	MBA	Reading, Pets, Board Games	201	Extreme User	0.49	Optimistic	196	13	3	470	59	0.33	6	Afternoon	Catfished	46	163	76.8	Aries	Curvy	Friends Only
Male	Lesbian	Small Town	Lower-Middle	Postdoc	Stand-up Comedy, K-pop, Skating	285	Extreme User	0.5	Optimistic	52	12	1	432	69	0.09	9	Evening	Date Happened	29	192	70.8	Scorpio	Curvy	Serious Relationship
Non-binary	Asexual	Metro	Low	PhD	Coding, Foodie, History	294	Extreme User	0.53	Optimistic	61	1	0	322	89	0.43	23	Morning	Mutual Match	49	177	62.0	Aries	Athletic	Hookups
Male	Lesbian	Suburban	Upper-Middle	Bachelor’s	Meditation, Podcasts, Movies	242	Extreme User	0.66	Optimistic	82	1	6	248	80	0.59	5	Late Night	Instant Match	22	168	71.4	Virgo	Plus Size	Exploring
Male	Queer	Suburban	Very Low	Master’s	Clubbing, Meditation, Social Activism	168	Addicted	0.76	Swipe Maniac	38	25	5	19	56	0.63	8	Morning	Catfished	24	187	102.5	Sagittarius	Muscular	Friends Only
Non-binary	Lesbian	Rural	Middle	Associate’s	Yoga, Investing, Binge-Watching	89	High	0.63	Optimistic	83	21	2	121	89	0.18	23	After Midnight	Blocked	47	149	50.4	Taurus	Plus Size	Casual Dating
Non-binary	Straight	Urban	Middle	Bachelor’s	Hiking, Meditation, Politics	120	Addicted	0.53	Optimistic	28	17	2	436	81	0.04	6	Evening	Relationship Formed	21	152	67.5	Leo	Muscular	Serious Relationship
Female	Bisexual	Rural	Middle	No Formal Education	Sneaker Culture, DIY, History	111	High	0.44	Optimistic	47	5	6	402	85	0.32	5	Morning	One-sided Like	26	190	86.3	Sagittarius	Athletic	Casual Dating
Genderfluid	Pansexual	Metro	Middle	Associate’s	Painting, MMA, Gaming	88	High	0.5	Optimistic	163	29	0	318	86	0.02	7	Late Night	Catfished	47	188	103.6	Gemini	Muscular	Networking
Non-binary	Asexual	Remote Area	Very High	No Formal Education	Poetry, Astrology, Binge-Watching	77	High	0.17	Choosy	110	7	3	401	21	0.66	11	Afternoon	No Action	53	147	64.6	Capricorn	Athletic	Serious Relationship
Transgender	Gay	Rural	Very High	Bachelor’s	Astrology, Writing, Podcasts	158	Addicted	0.44	Optimistic	63	7	6	222	3	0.52	6	After Midnight	Catfished	41	190	84.8	Gemini	Plus Size	Exploring
Male	Bisexual	Urban	High	Master’s	Photography, Tech, Music	112	High	0.79	Swipe Maniac	109	21	3	448	95	0.46	14	Early Morning	Instant Match	37	196	101.4	Gemini	Average	Exploring
Prefer Not to Say	Bisexual	Suburban	Lower-Middle	MBA	Podcasts, Dancing, Astrology	243	Extreme User	0.35	Balanced	130	20	4	359	7	0.12	4	Afternoon	Catfished	34	195	89.0	Pisces	Muscular	Casual Dating
Female	Lesbian	Suburban	Very Low	Associate’s	Sneaker Culture, Photography, Spirituality	289	Extreme User	0.79	Swipe Maniac	47	27	5	492	54	0.11	11	Late Night	Mutual Match	54	173	64.3	Gemini	Athletic	Networking
Male	Lesbian	Urban	Very High	Associate’s	Running, Movies, Coding	207	Extreme User	0.78	Swipe Maniac	121	25	4	377	1	0.35	11	Evening	Date Happened	24	161	72.3	Virgo	Plus Size	Friends Only
Non-binary	Demisexual	Small Town	Very Low	No Formal Education	Yoga, Crafting, Gaming	134	Addicted	0.59	Optimistic	164	13	4	55	24	0.14	13	Morning	Date Happened	38	161	61.7	Leo	Curvy	Hookups
Male	Straight	Rural	Middle	Bachelor’s	Politics, Skating, Art	245	Extreme User	0.82	Swipe Maniac	9	1	3	188	57	0.45	17	Morning	Instant Match	52	199	79.6	Taurus	Curvy	Serious Relationship
Male	Pansexual	Remote Area	High	MBA	Startups, DIY, Anime	39	Moderate	0.92	Swipe Maniac	39	1	6	485	70	0.21	4	Evening	No Action	45	176	61.3	Cancer	Slim	Exploring
Non-binary	Gay	Small Town	Lower-Middle	Associate’s	History, Hiking, K-pop	229	Extreme User	0.71	Swipe Maniac	84	9	4	467	21	0.21	21	Morning	Mutual Match	58	169	56.0	Taurus	Slim	Casual Dating
Non-binary	Demisexual	Remote Area	Lower-Middle	Postdoc	Skating, Writing, Anime	222	Extreme User	0.55	Optimistic	156	4	6	487	43	0.19	17	Early Morning	Blocked	54	176	61.6	Aquarius	Slim	Hookups
Transgender	Gay	Rural	Middle	Postdoc	Parenting, Stand-up Comedy, History	179	Addicted	0.64	Optimistic	25	20	4	90	69	0.29	8	Early Morning	Instant Match	30	171	71.6	Libra	Muscular	Networking
Genderfluid	Queer	Suburban	Upper-Middle	PhD	Running, Politics, Photography	194	Extreme User	0.77	Swipe Maniac	103	22	5	360	23	0.11	2	Morning	Mutual Match	57	171	80.7	Sagittarius	Muscular	Serious Relationship
Prefer Not to Say	Bisexual	Remote Area	Upper-Middle	PhD	Writing, Podcasts, Traveling	297	Extreme User	0.44	Optimistic	90	25	0	491	50	0.11	1	Early Morning	Instant Match	44	189	82.2	Pisces	Average	Exploring
Prefer Not to Say	Straight	Remote Area	High	Postdoc	Running, MMA, DIY	99	High	0.48	Optimistic	126	18	4	53	27	0.72	13	Morning	Catfished	23	200	94.8	Virgo	Slim	Exploring
Genderfluid	Asexual	Urban	Lower-Middle	PhD	Traveling, Poetry, Photography	98	High	0.58	Optimistic	62	22	2	370	41	0.2	12	Evening	Ghosted	21	199	78.4	Capricorn	Slim	Networking
Genderfluid	Pansexual	Suburban	Upper-Middle	Postdoc	Foodie, Memes, Fashion	108	High	0.45	Optimistic	108	26	6	458	97	0.5	19	Evening	Catfished	40	169	71.1	Aries	Athletic	Casual Dating
Genderfluid	Bisexual	Metro	Very Low	Master’s	Social Activism, Tech, Board Games	66	High	0.4	Optimistic	155	12	4	9	99	0.23	1	Morning	Blocked	50	179	75.3	Virgo	Athletic	Serious Relationship
Genderfluid	Queer	Small Town	Very High	MBA	Traveling, Gaming, Cooking	257	Extreme User	0.34	Balanced	174	19	5	420	24	0.31	21	Early Morning	Ghosted	38	165	49.3	Taurus	Plus Size	Friends Only
Female	Bisexual	Remote Area	Very Low	Associate’s	Yoga, Pets, Meditation	194	Extreme User	0.47	Optimistic	107	24	0	437	44	0.35	18	Afternoon	Ghosted	43	161	55.5	Aries	Athletic	Casual Dating
Genderfluid	Demisexual	Metro	Low	Diploma	Investing, Binge-Watching, Gardening	64	High	0.63	Optimistic	78	24	3	434	52	0.1	1	Evening	Date Happened	31	196	90.7	Pisces	Plus Size	Friends Only
Prefer Not to Say	Pansexual	Remote Area	High	Postdoc	Tech, Skating, Fitness	168	Addicted	0.69	Optimistic	147	28	2	287	2	0.07	10	Early Morning	Chat Ignored	31	196	90.7	Aries	Plus Size	Serious Relationship
Female	Queer	Metro	Very High	Master’s	Gardening, Memes, Fashion	115	High	0.71	Swipe Maniac	50	25	1	308	100	0.34	21	Morning	No Action	58	146	59.7	Virgo	Plus Size	Casual Dating
Transgender	Asexual	Metro	Low	PhD	Cooking, Languages, Parenting	89	High	0.57	Optimistic	145	1	3	295	69	0.05	11	Morning	One-sided Like	36	200	81.6	Libra	Athletic	Casual Dating
Prefer Not to Say	Lesbian	Metro	Lower-Middle	High School	Politics, Coding, Cooking	167	Addicted	0.21	Balanced	88	17	1	386	22	0.37	14	Morning	Relationship Formed	57	145	47.3	Gemini	Athletic	Serious Relationship
Male	Pansexual	Rural	Low	No Formal Education	Poetry, Languages, Art	106	High	0.63	Optimistic	107	18	5	152	73	0.06	13	Evening	Mutual Match	20	156	56.5	Scorpio	Slim	Exploring
Genderfluid	Demisexual	Metro	Low	Diploma	Photography, Podcasts, Anime	23	Low	0.5	Optimistic	2	2	0	499	96	0.16	7	Afternoon	Relationship Formed	42	198	99.6	Aries	Average	Exploring
Male	Bisexual	Metro	Upper-Middle	No Formal Education	Traveling, Skating, Social Activism	208	Extreme User	0.26	Balanced	2	1	0	339	63	0.51	23	Early Morning	Instant Match	47	152	52.4	Virgo	Curvy	Friends Only
Transgender	Bisexual	Remote Area	High	Bachelor’s	Foodie, Hiking, Spirituality	25	Low	0.52	Optimistic	98	6	3	167	43	0.26	21	Afternoon	Ghosted	42	151	45.8	Scorpio	Curvy	Casual Dating
Non-binary	Asexual	Small Town	High	No Formal Education	Running, Startups, Yoga	255	Extreme User	0.64	Optimistic	98	1	3	383	72	0.08	5	Evening	Mutual Match	32	185	82.8	Aries	Curvy	Casual Dating
Genderfluid	Straight	Metro	High	High School	Stand-up Comedy, Anime, Gardening	99	High	0.54	Optimistic	170	7	4	312	59	0.29	15	Evening	Chat Ignored	56	177	58.9	Libra	Plus Size	Networking
Transgender	Queer	Metro	High	No Formal Education	Memes, Pets, Reading	44	Moderate	0.35	Balanced	142	29	3	499	28	0.11	14	After Midnight	Catfished	51	146	58.0	Aries	Plus Size	Hookups
Male	Pansexual	Rural	Very High	No Formal Education	Painting, Yoga, Podcasts	204	Extreme User	0.56	Optimistic	145	16	6	276	17	0.17	1	Early Morning	One-sided Like	52	197	103.6	Capricorn	Muscular	Hookups
Male	Asexual	Suburban	Very High	PhD	Makeup, Board Games, Spirituality	236	Extreme User	0.71	Swipe Maniac	23	5	3	119	33	0.13	11	After Midnight	Blocked	26	156	48.9	Cancer	Plus Size	Friends Only
Male	Gay	Rural	Low	Postdoc	Gardening, Poetry, Crafting	226	Extreme User	0.54	Optimistic	153	14	5	171	24	0.19	18	Evening	One-sided Like	47	180	77.4	Taurus	Athletic	Networking
Prefer Not to Say	Demisexual	Urban	Upper-Middle	Diploma	Art, Painting, Hiking	214	Extreme User	0.45	Optimistic	184	27	5	124	26	0.49	13	After Midnight	One-sided Like	30	167	65.8	Virgo	Slim	Hookups
Prefer Not to Say	Gay	Small Town	Very High	Diploma	Poetry, Parenting, Board Games	118	High	0.72	Swipe Maniac	180	1	2	19	43	0.48	5	After Midnight	Date Happened	35	194	94.5	Scorpio	Athletic	Serious Relationship
Male	Queer	Metro	Lower-Middle	Master’s	Spirituality, Skating, History	36	Moderate	0.85	Swipe Maniac	60	8	5	192	2	0.22	20	Afternoon	Catfished	41	164	75.8	Capricorn	Average	Casual Dating
Transgender	Demisexual	Urban	Low	PhD	Tattoos, Coding, Motorcycling	273	Extreme User	0.6	Optimistic	123	10	0	336	33	0.34	23	Afternoon	Ghosted	44	169	77.1	Leo	Athletic	Casual Dating
Male	Demisexual	Metro	Very Low	No Formal Education	Crafting, Astrology, Music	39	Moderate	1.0	Swipe Maniac	33	10	2	414	23	0.55	9	Afternoon	Date Happened	59	155	65.8	Pisces	Muscular	Serious Relationship
Non-binary	Demisexual	Metro	High	High School	Investing, Fashion, Memes	268	Extreme User	0.87	Swipe Maniac	18	7	1	424	2	0.33	23	After Midnight	Date Happened	39	195	97.3	Aries	Plus Size	Exploring
Transgender	Pansexual	Small Town	Upper-Middle	PhD	Memes, Astrology, Painting	28	Low	0.14	Choosy	77	17	4	217	0	0.52	1	Late Night	Instant Match	18	190	102.9	Leo	Muscular	Casual Dating
Genderfluid	Straight	Suburban	Upper-Middle	Postdoc	K-pop, Hiking, Dancing	275	Extreme User	0.53	Optimistic	71	14	2	382	65	0.42	1	Late Night	Mutual Match	35	171	83.6	Leo	Slim	Friends Only
Female	Demisexual	Metro	Upper-Middle	High School	Anime, Languages, K-pop	186	Extreme User	0.58	Optimistic	170	2	2	5	3	0.23	18	Afternoon	One-sided Like	55	160	63.2	Leo	Muscular	Exploring
Transgender	Lesbian	Metro	Very Low	Postdoc	History, Gardening, Coding	0	Barely	0.66	Optimistic	102	16	3	30	98	0.31	15	After Midnight	One-sided Like	44	172	65.1	Libra	Plus Size	Networking
Transgender	Queer	Metro	Middle	High School	Cooking, Crafting, Running	58	Moderate	0.74	Swipe Maniac	100	17	5	474	86	0.14	18	After Midnight	Catfished	51	197	80.3	Taurus	Plus Size	Friends Only
Female	Queer	Suburban	Very Low	Associate’s	Skating, Meditation, DIY	142	Addicted	0.67	Optimistic	31	24	5	104	56	0.44	1	Morning	One-sided Like	21	161	69.5	Sagittarius	Slim	Hookups
Female	Queer	Remote Area	Very High	High School	Meditation, Reading, Hiking	75	High	0.39	Balanced	179	23	4	295	34	0.21	7	Afternoon	Chat Ignored	58	155	43.7	Pisces	Muscular	Exploring
Female	Asexual	Remote Area	Upper-Middle	PhD	Skating, Coding, Writing	228	Extreme User	0.05	Choosy	27	14	5	418	66	0.26	14	Morning	Blocked	53	196	102.2	Capricorn	Muscular	Casual Dating
Non-binary	Straight	Rural	Very Low	PhD	Photography, Reading, Binge-Watching	220	Extreme User	0.61	Optimistic	56	5	0	484	40	0.5	22	Early Morning	Chat Ignored	19	200	99.2	Scorpio	Average	Serious Relationship
Prefer Not to Say	Queer	Urban	High	High School	Board Games, MMA, Startups	233	Extreme User	0.38	Balanced	191	8	3	435	31	0.34	0	Early Morning	Chat Ignored	20	188	85.9	Pisces	Curvy	Serious Relationship
Female	Lesbian	Urban	Low	Postdoc	Memes, Languages, Poetry	201	Extreme User	0.49	Optimistic	176	27	4	426	81	0.58	0	After Midnight	Ghosted	30	156	52.6	Pisces	Curvy	Serious Relationship
Transgender	Demisexual	Small Town	High	Postdoc	Cooking, Yoga, Board Games	71	High	0.65	Optimistic	4	1	4	404	85	0.27	10	Early Morning	Mutual Match	41	184	85.0	Capricorn	Plus Size	Networking
Genderfluid	Bisexual	Small Town	Very Low	No Formal Education	Tattoos, DIY, Spirituality	270	Extreme User	0.31	Balanced	34	9	3	65	47	0.35	6	Evening	One-sided Like	21	171	56.1	Gemini	Plus Size	Serious Relationship
Male	Pansexual	Remote Area	Upper-Middle	Associate’s	Reading, Dancing, Podcasts	28	Low	0.22	Balanced	12	11	1	315	33	0.13	8	Late Night	No Action	55	186	70.6	Scorpio	Slim	Networking
Male	Demisexual	Small Town	Very High	MBA	Crafting, Politics, Parenting	229	Extreme User	0.71	Swipe Maniac	170	21	5	191	95	0.32	9	Late Night	Instant Match	24	149	63.5	Capricorn	Slim	Hookups
Male	Straight	Remote Area	Very High	Master’s	Writing, Binge-Watching, Yoga	32	Moderate	0.47	Optimistic	135	26	6	360	97	0.34	8	Early Morning	Instant Match	31	175	64.3	Cancer	Average	Casual Dating
Transgender	Bisexual	Metro	Middle	Postdoc	Skating, Art, Pets	181	Extreme User	0.55	Optimistic	110	14	6	340	77	0.39	19	Evening	Relationship Formed	48	196	82.2	Leo	Slim	Casual Dating
Female	Straight	Urban	Low	High School	Painting, Parenting, Pets	234	Extreme User	0.69	Optimistic	97	20	1	135	15	0.21	18	Early Morning	Catfished	48	175	58.8	Virgo	Slim	Hookups
Transgender	Straight	Rural	Very Low	PhD	Spirituality, MMA, Anime	272	Extreme User	0.47	Optimistic	114	25	2	157	68	0.25	23	Evening	Mutual Match	43	177	62.3	Aquarius	Curvy	Exploring
Prefer Not to Say	Bisexual	Suburban	Middle	PhD	Fashion, Social Activism, Sneaker Culture	174	Addicted	0.61	Optimistic	14	2	0	55	56	0.37	21	Evening	Relationship Formed	58	186	63.0	Gemini	Average	Exploring
Non-binary	Gay	Metro	Lower-Middle	Associate’s	Fashion, Foodie, Photography	121	Addicted	0.39	Balanced	33	11	2	452	64	0.03	15	Morning	Chat Ignored	46	184	77.5	Pisces	Plus Size	Hookups
Female	Lesbian	Rural	High	Bachelor’s	Clubbing, Coding, Movies	22	Low	0.6	Optimistic	71	29	5	21	47	0.38	2	Evening	Chat Ignored	28	160	54.0	Cancer	Curvy	Serious Relationship
Non-binary	Lesbian	Suburban	Very High	Associate’s	Stand-up Comedy, Writing, Movies	156	Addicted	0.61	Optimistic	25	8	6	335	17	0.32	16	Morning	One-sided Like	49	149	61.9	Aquarius	Average	Networking
Non-binary	Gay	Small Town	Low	Master’s	Anime, DIY, Crafting	30	Moderate	0.57	Optimistic	130	26	0	416	14	0.19	11	Morning	Chat Ignored	30	179	58.3	Cancer	Slim	Serious Relationship
Transgender	Bisexual	Rural	Lower-Middle	Associate’s	Gaming, Pets, Startups	54	Moderate	0.49	Optimistic	181	10	4	9	83	0.4	1	Afternoon	Ghosted	55	155	61.0	Taurus	Muscular	Hookups
Male	Pansexual	Metro	Lower-Middle	High School	Movies, Makeup, Podcasts	42	Moderate	0.67	Optimistic	50	17	2	481	53	0.48	11	Early Morning	Ghosted	57	198	90.2	Pisces	Average	Hookups
Transgender	Bisexual	Small Town	Low	Bachelor’s	Stand-up Comedy, Tech, Photography	238	Extreme User	0.61	Optimistic	35	4	3	322	79	0.36	4	Morning	No Action	45	167	53.8	Virgo	Plus Size	Networking
Prefer Not to Say	Queer	Suburban	Low	Master’s	Dancing, Music, Gardening	125	Addicted	0.58	Optimistic	33	2	6	192	59	0.33	10	Morning	Mutual Match	32	153	46.1	Sagittarius	Athletic	Hookups
Male	Demisexual	Urban	Very High	MBA	Politics, Cooking, Movies	4	Barely	0.53	Optimistic	152	25	3	42	100	0.1	9	Afternoon	Blocked	45	162	70.1	Sagittarius	Muscular	Casual Dating
Genderfluid	Lesbian	Rural	Middle	Bachelor’s	Foodie, Yoga, Stand-up Comedy	57	Moderate	0.35	Balanced	195	17	0	496	21	0.45	7	Evening	Relationship Formed	23	182	96.4	Cancer	Average	Friends Only
Female	Lesbian	Remote Area	Upper-Middle	MBA	Writing, Fitness, Languages	71	High	0.48	Optimistic	131	15	1	157	22	0.85	11	Evening	No Action	43	183	84.7	Pisces	Curvy	Serious Relationship
Prefer Not to Say	Bisexual	Rural	Lower-Middle	MBA	Yoga, Crafting, Gaming	3	Barely	0.54	Optimistic	95	30	1	342	83	0.17	23	Evening	Mutual Match	40	172	84.3	Libra	Muscular	Friends Only
Male	Asexual	Small Town	Very Low	Diploma	Politics, Sneaker Culture, Meditation	129	Addicted	0.54	Optimistic	0	0	4	399	50	0.46	23	Late Night	Date Happened	47	186	100.7	Aries	Athletic	Friends Only
Transgender	Pansexual	Metro	Very High	Bachelor’s	Clubbing, Board Games, Dancing	29	Low	0.27	Balanced	58	30	0	39	23	0.29	20	Morning	Catfished	54	180	64.2	Gemini	Plus Size	Exploring
Prefer Not to Say	Lesbian	Small Town	Upper-Middle	MBA	Painting, Stand-up Comedy, Foodie	92	High	0.15	Choosy	16	8	4	440	92	0.29	17	Early Morning	Ghosted	27	146	41.1	Capricorn	Curvy	Networking
Female	Bisexual	Urban	Middle	Bachelor’s	Meditation, Hiking, Spirituality	44	Moderate	0.31	Balanced	175	20	2	425	70	0.13	16	Morning	Date Happened	19	200	117.2	Taurus	Plus Size	Exploring
Prefer Not to Say	Pansexual	Metro	Middle	MBA	Parenting, Podcasts, Reading	160	Addicted	0.42	Optimistic	90	27	1	210	82	0.61	19	Early Morning	One-sided Like	58	187	95.5	Taurus	Athletic	Friends Only
Prefer Not to Say	Asexual	Urban	Very Low	No Formal Education	Crafting, MMA, Board Games	227	Extreme User	0.4	Optimistic	91	13	5	438	38	0.17	1	Evening	Date Happened	23	166	81.8	Virgo	Plus Size	Hookups
Genderfluid	Queer	Remote Area	Lower-Middle	MBA	Astrology, Writing, History	110	High	0.34	Balanced	83	19	1	496	8	0.26	0	After Midnight	No Action	27	199	77.6	Cancer	Muscular	Casual Dating
Non-binary	Bisexual	Remote Area	Middle	Diploma	Cars, Fashion, Startups	294	Extreme User	0.47	Optimistic	123	2	1	87	67	0.27	22	Morning	No Action	32	174	72.7	Sagittarius	Slim	Exploring
Male	Gay	Remote Area	Low	Associate’s	Board Games, Stand-up Comedy, MMA	23	Low	0.66	Optimistic	26	21	0	126	66	0.4	14	Morning	Catfished	56	182	93.1	Taurus	Average	Exploring
Non-binary	Demisexual	Urban	High	MBA	Sneaker Culture, Cars, Astrology	10	Very Low	0.29	Balanced	151	12	0	385	16	0.1	17	Evening	Ghosted	35	146	61.2	Cancer	Muscular	Hookups
Prefer Not to Say	Straight	Rural	High	MBA	Dancing, Reading, Running	47	Moderate	0.5	Optimistic	122	5	6	266	71	0.37	22	Late Night	Instant Match	20	145	56.1	Gemini	Curvy	Hookups
Male	Queer	Suburban	Very Low	MBA	Music, Startups, Writing	12	Very Low	0.66	Optimistic	91	29	0	183	10	0.4	5	Early Morning	One-sided Like	33	191	67.9	Gemini	Athletic	Hookups
Prefer Not to Say	Gay	Small Town	High	No Formal Education	Tech, Clubbing, Cooking	70	High	0.72	Swipe Maniac	28	24	2	474	29	0.08	8	Morning	Ghosted	58	180	97.2	Scorpio	Average	Hookups
Non-binary	Straight	Remote Area	Very Low	Associate’s	Clubbing, DIY, Gaming	284	Extreme User	0.28	Balanced	101	9	0	191	63	0.09	21	Afternoon	No Action	43	163	68.3	Gemini	Curvy	Networking
Transgender	Demisexual	Small Town	Low	Postdoc	Movies, Board Games, Parenting	98	High	0.63	Optimistic	11	7	2	457	23	0.5	9	Late Night	Blocked	34	153	62.5	Capricorn	Athletic	Networking
Genderfluid	Straight	Suburban	Low	No Formal Education	Reading, Politics, Parenting	158	Addicted	0.32	Balanced	166	28	1	306	24	0.27	10	Early Morning	No Action	21	172	68.0	Aquarius	Plus Size	Hookups
Non-binary	Queer	Urban	Lower-Middle	Bachelor’s	Cooking, Tattoos, MMA	229	Extreme User	0.8	Swipe Maniac	6	0	5	475	99	0.32	8	Evening	Catfished	30	155	46.6	Aries	Average	Casual Dating

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