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
Non-binary	Lesbian	Suburban	Lower-Middle	Postdoc	Coding, Running, Crafting	50	Moderate	0.55	Optimistic	37	8	2	297	61	0.6	15	Late Night	Date Happened	53	187	79.4	Aries	Average	Friends Only
Prefer Not to Say	Lesbian	Metro	Upper-Middle	Master’s	Poetry, Foodie, Cars	7	Very Low	0.88	Swipe Maniac	91	22	1	265	35	0.32	7	Early Morning	No Action	57	159	73.3	Leo	Athletic	Exploring
Non-binary	Bisexual	Remote Area	Very High	Bachelor’s	Yoga, Art, Poetry	135	Addicted	0.55	Optimistic	192	11	1	80	5	0.29	7	Late Night	No Action	47	162	69.8	Taurus	Curvy	Networking
Genderfluid	Straight	Rural	Low	Associate’s	Movies, Social Activism, Painting	191	Extreme User	0.29	Balanced	75	7	6	251	68	0.26	5	After Midnight	Chat Ignored	40	183	92.4	Libra	Athletic	Friends Only
Prefer Not to Say	Lesbian	Rural	Very High	Bachelor’s	Astrology, Painting, K-pop	97	High	0.47	Optimistic	137	24	6	320	82	0.56	10	Morning	One-sided Like	38	163	49.9	Scorpio	Athletic	Serious Relationship
Non-binary	Asexual	Metro	High	Master’s	Skating, Binge-Watching, Gardening	204	Extreme User	0.53	Optimistic	6	1	6	462	99	0.14	9	Afternoon	Mutual Match	34	173	62.3	Gemini	Muscular	Casual Dating
Male	Gay	Rural	Low	Diploma	Crafting, Gaming, Foodie	138	Addicted	0.51	Optimistic	134	16	0	483	28	0.42	15	Morning	One-sided Like	30	189	89.3	Aquarius	Slim	Hookups
Transgender	Queer	Small Town	Lower-Middle	Bachelor’s	Cooking, Sneaker Culture, Writing	24	Low	0.54	Optimistic	93	12	4	378	97	0.41	4	Late Night	Chat Ignored	24	191	88.3	Leo	Athletic	Serious Relationship
Prefer Not to Say	Straight	Metro	Lower-Middle	Postdoc	Astrology, Pets, Makeup	261	Extreme User	0.56	Optimistic	96	14	6	187	42	0.27	9	Morning	Ghosted	22	150	50.4	Pisces	Curvy	Serious Relationship
Prefer Not to Say	Bisexual	Small Town	Low	Bachelor’s	Gardening, Sneaker Culture, Pets	10	Very Low	0.65	Optimistic	176	17	0	239	20	0.08	15	Afternoon	Instant Match	58	173	86.8	Leo	Athletic	Serious Relationship
Female	Asexual	Small Town	Upper-Middle	Associate’s	Meditation, Memes, Pets	175	Addicted	0.64	Optimistic	146	12	1	393	29	0.27	14	Afternoon	One-sided Like	35	156	47.2	Sagittarius	Athletic	Serious Relationship
Prefer Not to Say	Gay	Remote Area	Very Low	Diploma	Movies, Fitness, Makeup	162	Addicted	0.61	Optimistic	29	3	3	242	25	0.12	14	Afternoon	Catfished	52	193	71.9	Aquarius	Plus Size	Hookups
Transgender	Demisexual	Suburban	Very High	Diploma	Dancing, Pets, Movies	170	Addicted	0.3	Balanced	68	24	2	66	31	0.23	17	Late Night	Catfished	26	147	48.2	Gemini	Plus Size	Hookups
Female	Pansexual	Remote Area	Middle	Master’s	Painting, Art, Tech	238	Extreme User	0.29	Balanced	71	0	1	328	62	0.35	20	Late Night	Mutual Match	21	186	75.8	Taurus	Slim	Serious Relationship
Transgender	Lesbian	Remote Area	High	No Formal Education	Startups, Yoga, Anime	225	Extreme User	0.44	Optimistic	86	3	2	284	79	0.43	10	After Midnight	Instant Match	37	168	80.7	Sagittarius	Curvy	Serious Relationship
Female	Bisexual	Urban	Lower-Middle	Master’s	MMA, Social Activism, Movies	128	Addicted	0.13	Choosy	41	9	3	292	55	0.37	6	Evening	One-sided Like	18	164	76.4	Virgo	Muscular	Casual Dating
Male	Demisexual	Rural	Very High	High School	Anime, Spirituality, Meditation	186	Extreme User	0.76	Swipe Maniac	99	25	4	274	87	0.16	2	Late Night	One-sided Like	45	145	43.7	Pisces	Athletic	Networking
Male	Gay	Suburban	Upper-Middle	High School	Meditation, Running, Art	74	High	0.37	Balanced	109	19	2	58	9	0.5	2	Evening	Ghosted	42	161	74.7	Aries	Average	Networking
Female	Pansexual	Remote Area	Middle	MBA	Music, Politics, Stand-up Comedy	3	Barely	0.56	Optimistic	145	0	0	120	12	0.18	15	Early Morning	Relationship Formed	47	148	61.1	Gemini	Slim	Exploring
Transgender	Gay	Small Town	Very Low	Associate’s	Poetry, Tech, Cooking	115	High	0.32	Balanced	181	8	3	310	19	0.16	3	Late Night	Mutual Match	46	182	74.5	Sagittarius	Curvy	Casual Dating
Female	Lesbian	Remote Area	Upper-Middle	PhD	Podcasts, Photography, Skating	41	Moderate	0.56	Optimistic	131	10	3	17	48	0.17	22	Evening	One-sided Like	20	198	97.2	Taurus	Plus Size	Serious Relationship
Non-binary	Gay	Rural	High	Associate’s	Pets, Dancing, Motorcycling	52	Moderate	0.17	Choosy	7	7	5	117	99	0.34	21	Afternoon	Instant Match	52	157	57.9	Pisces	Muscular	Serious Relationship
Genderfluid	Bisexual	Urban	Very High	No Formal Education	Board Games, Yoga, Reading	82	High	0.64	Optimistic	131	26	4	304	85	0.28	3	Evening	Catfished	30	199	79.6	Gemini	Muscular	Networking
Non-binary	Straight	Rural	Upper-Middle	MBA	Fitness, Sneaker Culture, Poetry	170	Addicted	0.22	Balanced	184	0	4	359	64	0.52	5	Late Night	Mutual Match	50	194	77.9	Scorpio	Muscular	Networking
Female	Gay	Urban	Upper-Middle	MBA	Hiking, Startups, Gaming	297	Extreme User	0.65	Optimistic	166	3	3	199	49	0.33	13	Afternoon	Mutual Match	24	152	60.3	Sagittarius	Plus Size	Exploring
Genderfluid	Asexual	Metro	Low	Bachelor’s	Foodie, Astrology, Fashion	264	Extreme User	0.34	Balanced	22	21	0	315	4	0.06	8	Morning	Catfished	20	171	70.2	Taurus	Athletic	Exploring
Genderfluid	Asexual	Metro	Lower-Middle	Postdoc	Cars, Movies, Fitness	242	Extreme User	0.64	Optimistic	157	15	6	82	62	0.13	10	Afternoon	Instant Match	20	200	81.6	Virgo	Curvy	Friends Only
Genderfluid	Gay	Rural	Low	No Formal Education	Yoga, Fashion, Tattoos	146	Addicted	0.59	Optimistic	89	19	6	303	72	0.28	4	Evening	No Action	58	168	66.6	Leo	Plus Size	Exploring
Transgender	Demisexual	Suburban	High	High School	Poetry, Motorcycling, Skating	273	Extreme User	0.65	Optimistic	81	11	2	388	57	0.27	13	Early Morning	Instant Match	59	158	47.2	Sagittarius	Plus Size	Casual Dating
Genderfluid	Queer	Small Town	Upper-Middle	High School	Running, DIY, Tech	4	Barely	0.56	Optimistic	39	19	3	140	4	0.48	16	Morning	One-sided Like	31	174	61.8	Virgo	Average	Serious Relationship
Genderfluid	Pansexual	Small Town	Lower-Middle	Postdoc	Social Activism, Dancing, Binge-Watching	138	Addicted	0.7	Swipe Maniac	199	30	6	171	76	0.7	18	Evening	Blocked	45	166	50.4	Cancer	Average	Serious Relationship
Male	Queer	Remote Area	Very Low	Postdoc	Skating, Startups, Stand-up Comedy	261	Extreme User	0.42	Optimistic	165	5	1	455	44	0.41	3	Late Night	Chat Ignored	27	187	101.1	Pisces	Muscular	Exploring
Prefer Not to Say	Straight	Small Town	Lower-Middle	Postdoc	DIY, Gaming, Astrology	8	Very Low	0.51	Optimistic	85	11	4	48	38	0.43	21	Evening	Catfished	39	175	68.9	Sagittarius	Plus Size	Networking
Prefer Not to Say	Gay	Suburban	Low	Master’s	Photography, Astrology, Skating	174	Addicted	0.36	Balanced	55	16	0	461	74	0.49	3	Afternoon	Relationship Formed	49	195	75.7	Leo	Curvy	Friends Only
Prefer Not to Say	Pansexual	Small Town	Very Low	Diploma	Stand-up Comedy, Meditation, Movies	31	Moderate	0.19	Choosy	65	3	5	392	13	0.25	1	Late Night	Date Happened	20	168	83.3	Sagittarius	Curvy	Exploring
Genderfluid	Lesbian	Small Town	Low	MBA	Anime, Foodie, Languages	153	Addicted	0.53	Optimistic	8	4	0	383	98	0.05	18	Morning	Blocked	35	186	64.7	Aries	Curvy	Exploring
Transgender	Bisexual	Suburban	Middle	No Formal Education	Languages, Tattoos, Hiking	260	Extreme User	0.34	Balanced	45	17	3	478	23	0.15	6	Late Night	Relationship Formed	53	151	63.8	Leo	Athletic	Friends Only
Non-binary	Demisexual	Remote Area	High	Master’s	Binge-Watching, Poetry, Cars	151	Addicted	0.51	Optimistic	172	16	3	383	17	0.15	1	Morning	Chat Ignored	46	190	90.2	Pisces	Muscular	Hookups
Female	Demisexual	Small Town	Lower-Middle	Postdoc	Dancing, Hiking, Social Activism	129	Addicted	0.56	Optimistic	140	21	4	424	11	0.08	13	Late Night	Instant Match	43	156	47.2	Libra	Muscular	Exploring
Genderfluid	Pansexual	Urban	Middle	Master’s	Social Activism, Photography, Reading	221	Extreme User	0.56	Optimistic	169	6	4	383	79	0.19	6	Early Morning	Catfished	29	167	53.3	Capricorn	Muscular	Networking
Transgender	Bisexual	Remote Area	Low	No Formal Education	K-pop, Parenting, Investing	205	Extreme User	0.34	Balanced	130	19	1	319	61	0.46	15	Evening	Mutual Match	59	193	80.5	Aries	Average	Exploring
Non-binary	Lesbian	Rural	High	High School	Makeup, Meditation, Astrology	89	High	0.32	Balanced	149	1	1	13	53	0.46	19	Afternoon	Chat Ignored	46	156	51.6	Taurus	Athletic	Exploring
Genderfluid	Pansexual	Remote Area	Lower-Middle	PhD	Memes, Social Activism, Photography	159	Addicted	0.62	Optimistic	82	3	4	251	27	0.33	12	Afternoon	One-sided Like	26	147	51.6	Scorpio	Athletic	Serious Relationship
Non-binary	Asexual	Rural	Low	Bachelor’s	Astrology, Meditation, Pets	6	Very Low	0.45	Optimistic	39	28	5	443	13	0.16	7	Afternoon	Relationship Formed	24	177	62.0	Taurus	Curvy	Casual Dating
Female	Straight	Suburban	Lower-Middle	MBA	Tech, Fashion, Investing	121	Addicted	0.31	Balanced	46	16	0	93	70	0.15	20	Evening	Blocked	56	149	64.2	Aries	Curvy	Casual Dating
Non-binary	Bisexual	Remote Area	Upper-Middle	Bachelor’s	Photography, Movies, Running	120	Addicted	0.57	Optimistic	195	14	6	37	59	0.18	17	Afternoon	Instant Match	24	148	53.2	Aquarius	Athletic	Casual Dating
Genderfluid	Queer	Rural	Upper-Middle	MBA	Social Activism, Pets, Languages	167	Addicted	0.64	Optimistic	121	30	2	99	26	0.19	3	Early Morning	Chat Ignored	39	152	67.2	Aries	Plus Size	Exploring
Non-binary	Queer	Small Town	Upper-Middle	MBA	Cooking, Gaming, Astrology	96	High	0.69	Optimistic	184	13	6	10	94	0.23	15	Afternoon	Blocked	52	147	60.1	Scorpio	Plus Size	Casual Dating
Female	Straight	Small Town	Very Low	PhD	Writing, Gaming, Memes	121	Addicted	0.12	Choosy	186	7	0	187	95	0.31	18	Late Night	Catfished	55	187	90.2	Aquarius	Athletic	Friends Only
Genderfluid	Queer	Urban	Lower-Middle	MBA	Traveling, Painting, Cooking	168	Addicted	0.59	Optimistic	154	7	1	392	48	0.1	16	Late Night	Blocked	21	191	89.4	Cancer	Muscular	Casual Dating
Male	Gay	Remote Area	Very Low	MBA	Sneaker Culture, Hiking, Poetry	143	Addicted	0.3	Balanced	21	12	6	198	65	0.3	2	After Midnight	Blocked	59	184	67.7	Pisces	Slim	Friends Only
Non-binary	Queer	Remote Area	Middle	Associate’s	Cooking, Photography, Makeup	225	Extreme User	0.73	Swipe Maniac	150	5	5	490	15	0.41	16	Morning	One-sided Like	43	166	52.4	Capricorn	Curvy	Networking
Prefer Not to Say	Demisexual	Urban	Upper-Middle	Postdoc	Clubbing, Memes, Cars	123	Addicted	0.77	Swipe Maniac	88	2	4	371	57	0.14	17	Evening	Blocked	56	159	66.0	Virgo	Athletic	Networking
Genderfluid	Asexual	Small Town	Lower-Middle	PhD	Clubbing, Parenting, Traveling	205	Extreme User	0.69	Optimistic	115	18	2	435	5	0.23	6	Afternoon	Instant Match	56	176	56.1	Taurus	Athletic	Hookups
Genderfluid	Straight	Remote Area	Lower-Middle	Associate’s	Fashion, Anime, Foodie	170	Addicted	0.68	Optimistic	126	11	4	492	61	0.03	21	Afternoon	Relationship Formed	32	154	46.0	Cancer	Average	Serious Relationship
Prefer Not to Say	Queer	Metro	Upper-Middle	PhD	Dancing, Memes, Pets	91	High	0.45	Optimistic	10	2	2	143	100	0.29	10	After Midnight	Relationship Formed	27	181	67.2	Scorpio	Athletic	Hookups
Genderfluid	Straight	Suburban	High	Associate’s	Parenting, Gardening, Dancing	66	High	0.54	Optimistic	68	0	1	491	33	0.56	20	Early Morning	Relationship Formed	20	172	70.4	Aries	Slim	Serious Relationship
Transgender	Queer	Small Town	Lower-Middle	Diploma	Stand-up Comedy, Motorcycling, Tattoos	199	Extreme User	0.31	Balanced	142	28	3	252	98	0.22	21	Early Morning	No Action	19	179	60.6	Aries	Curvy	Serious Relationship
Genderfluid	Gay	Metro	Upper-Middle	MBA	Languages, Motorcycling, Hiking	45	Moderate	0.82	Swipe Maniac	93	20	5	294	71	0.08	17	Afternoon	One-sided Like	19	162	59.0	Libra	Curvy	Casual Dating
Male	Gay	Remote Area	Very Low	Postdoc	Crafting, Art, MMA	76	High	0.4	Optimistic	92	20	1	217	35	0.25	0	Afternoon	One-sided Like	18	200	113.2	Aries	Curvy	Friends Only
Transgender	Asexual	Small Town	Upper-Middle	Diploma	Cooking, History, Movies	242	Extreme User	0.11	Choosy	93	18	2	75	13	0.2	9	Evening	Ghosted	21	188	84.5	Virgo	Average	Exploring
Male	Queer	Rural	High	High School	Running, Skating, Poetry	215	Extreme User	0.56	Optimistic	79	29	5	19	6	0.46	14	Morning	Mutual Match	56	190	106.5	Cancer	Average	Hookups
Female	Lesbian	Remote Area	Very High	Diploma	Astrology, Painting, Parenting	189	Extreme User	0.29	Balanced	114	28	1	365	68	0.63	5	Late Night	Instant Match	27	176	61.0	Libra	Average	Serious Relationship
Prefer Not to Say	Queer	Urban	Low	High School	Astrology, Skating, Stand-up Comedy	180	Extreme User	0.9	Swipe Maniac	95	1	5	156	67	0.07	12	Late Night	Mutual Match	36	162	57.7	Sagittarius	Muscular	Hookups
Non-binary	Queer	Remote Area	Lower-Middle	No Formal Education	Startups, Coding, Traveling	55	Moderate	0.61	Optimistic	98	22	4	464	22	0.31	2	Evening	Date Happened	53	200	78.4	Scorpio	Athletic	Casual Dating
Transgender	Queer	Small Town	Middle	PhD	Reading, Skating, Astrology	121	Addicted	0.24	Balanced	8	0	3	61	81	0.13	14	Evening	Relationship Formed	27	177	66.1	Aquarius	Average	Exploring
Prefer Not to Say	Pansexual	Rural	Lower-Middle	Master’s	Reading, K-pop, Social Activism	246	Extreme User	0.84	Swipe Maniac	198	30	0	112	7	0.3	6	Evening	Relationship Formed	59	181	76.0	Virgo	Athletic	Networking
Transgender	Bisexual	Suburban	Very High	High School	Movies, Astrology, Languages	129	Addicted	0.48	Optimistic	52	27	5	22	14	0.17	7	Early Morning	Blocked	32	167	80.6	Aquarius	Plus Size	Exploring
Non-binary	Queer	Rural	Low	Diploma	Gardening, Art, Meditation	110	High	0.42	Optimistic	83	4	2	360	14	0.22	9	Morning	Catfished	29	194	112.5	Gemini	Average	Hookups
Genderfluid	Pansexual	Urban	Very Low	No Formal Education	Memes, MMA, Languages	266	Extreme User	0.68	Optimistic	2	1	2	137	67	0.08	16	Early Morning	One-sided Like	40	190	65.7	Sagittarius	Slim	Friends Only
Genderfluid	Lesbian	Metro	Middle	Associate’s	Running, Parenting, Podcasts	257	Extreme User	0.13	Choosy	100	5	4	387	91	0.28	5	Afternoon	Mutual Match	38	167	81.2	Gemini	Athletic	Networking
Prefer Not to Say	Pansexual	Suburban	Lower-Middle	High School	Memes, Writing, Pets	298	Extreme User	0.36	Balanced	145	18	5	422	80	0.28	18	Early Morning	No Action	56	183	77.4	Aries	Muscular	Exploring
Female	Straight	Urban	Lower-Middle	No Formal Education	Poetry, Fashion, Stand-up Comedy	279	Extreme User	0.99	Swipe Maniac	106	29	5	334	75	0.19	22	After Midnight	Relationship Formed	39	173	87.7	Capricorn	Muscular	Networking
Non-binary	Queer	Rural	Upper-Middle	Master’s	Reading, Investing, Binge-Watching	173	Addicted	0.24	Balanced	96	3	2	11	96	0.1	6	Afternoon	No Action	21	181	60.9	Gemini	Curvy	Friends Only
Prefer Not to Say	Pansexual	Urban	Very High	MBA	Music, Astrology, Tech	94	High	0.15	Choosy	91	17	6	476	75	0.07	15	Afternoon	Relationship Formed	41	178	65.6	Sagittarius	Slim	Networking
Transgender	Queer	Urban	Low	High School	Hiking, Poetry, History	270	Extreme User	0.35	Balanced	53	11	3	231	31	0.48	18	Evening	Relationship Formed	46	160	59.4	Virgo	Muscular	Hookups
Female	Pansexual	Urban	Low	PhD	Gaming, Stand-up Comedy, Podcasts	124	Addicted	0.52	Optimistic	74	11	3	434	27	0.06	0	Evening	One-sided Like	47	178	73.5	Libra	Athletic	Exploring
Male	Straight	Suburban	Lower-Middle	Diploma	MMA, Startups, DIY	175	Addicted	0.76	Swipe Maniac	115	21	1	287	57	0.4	7	After Midnight	Blocked	58	166	78.3	Virgo	Athletic	Friends Only
Non-binary	Gay	Metro	High	Diploma	Sneaker Culture, Parenting, Hiking	180	Extreme User	0.55	Optimistic	10	4	5	482	48	0.49	11	Evening	Relationship Formed	35	199	109.7	Virgo	Plus Size	Hookups
Non-binary	Demisexual	Metro	Very High	MBA	Yoga, Running, Movies	104	High	0.4	Optimistic	16	4	5	144	6	0.4	3	Morning	Ghosted	35	187	86.4	Scorpio	Average	Hookups
Transgender	Asexual	Suburban	Middle	Associate’s	Politics, Makeup, Running	273	Extreme User	0.35	Balanced	94	1	1	483	56	0.39	11	Morning	Blocked	24	174	72.4	Aquarius	Muscular	Exploring
Female	Asexual	Rural	Very High	Bachelor’s	History, K-pop, Pets	21	Low	0.69	Optimistic	131	12	3	362	41	0.2	1	Early Morning	Catfished	28	173	60.5	Cancer	Average	Casual Dating
Female	Bisexual	Remote Area	Very High	Bachelor’s	Memes, Tech, MMA	220	Extreme User	0.43	Optimistic	94	22	4	495	14	0.02	10	Morning	Ghosted	46	197	78.4	Gemini	Plus Size	Serious Relationship
Transgender	Demisexual	Suburban	High	Master’s	Board Games, MMA, Stand-up Comedy	179	Addicted	0.41	Optimistic	19	8	5	68	27	0.21	15	Early Morning	No Action	30	196	109.5	Cancer	Slim	Hookups
Prefer Not to Say	Asexual	Rural	Very Low	Associate’s	Movies, Sneaker Culture, Politics	270	Extreme User	0.45	Optimistic	65	30	1	489	90	0.06	13	Evening	One-sided Like	59	146	52.2	Aries	Athletic	Hookups
Male	Bisexual	Rural	High	Postdoc	Parenting, Crafting, Podcasts	278	Extreme User	0.48	Optimistic	141	8	2	252	59	0.26	21	After Midnight	Instant Match	53	152	46.2	Virgo	Average	Friends Only
Male	Lesbian	Remote Area	Upper-Middle	PhD	Writing, K-pop, History	279	Extreme User	0.43	Optimistic	193	26	4	3	99	0.13	1	Early Morning	One-sided Like	21	178	71.0	Cancer	Plus Size	Casual Dating
Male	Gay	Small Town	Lower-Middle	No Formal Education	Cars, Anime, Painting	171	Addicted	0.0	Choosy	143	29	4	117	92	0.35	1	Late Night	Ghosted	41	154	55.5	Leo	Muscular	Hookups
Male	Straight	Metro	Upper-Middle	High School	MMA, Dancing, Investing	244	Extreme User	0.72	Swipe Maniac	126	18	6	283	5	0.25	17	Evening	No Action	57	176	57.6	Sagittarius	Plus Size	Serious Relationship
Non-binary	Demisexual	Suburban	Lower-Middle	PhD	Podcasts, Fitness, Running	85	High	0.14	Choosy	189	30	4	122	7	0.08	1	Late Night	Blocked	45	172	67.2	Capricorn	Athletic	Networking
Male	Demisexual	Suburban	Low	Postdoc	DIY, Podcasts, Movies	219	Extreme User	0.53	Optimistic	13	2	1	75	57	0.18	8	After Midnight	Ghosted	34	195	85.2	Virgo	Plus Size	Casual Dating
Prefer Not to Say	Gay	Metro	Upper-Middle	Diploma	Motorcycling, Clubbing, Running	37	Moderate	0.43	Optimistic	14	12	2	355	3	0.16	21	Early Morning	Relationship Formed	41	160	73.7	Cancer	Plus Size	Networking
Female	Lesbian	Rural	High	Master’s	Reading, Yoga, Tech	279	Extreme User	0.66	Optimistic	55	1	4	127	28	0.18	19	Morning	Blocked	26	191	87.9	Libra	Plus Size	Exploring
Non-binary	Demisexual	Suburban	Low	MBA	Spirituality, Yoga, Hiking	17	Low	0.45	Optimistic	193	22	0	420	61	0.34	8	Morning	Instant Match	25	180	91.4	Scorpio	Muscular	Exploring
Genderfluid	Gay	Rural	High	Bachelor’s	Skating, Fitness, Languages	102	High	0.49	Optimistic	196	7	6	108	51	0.44	15	Early Morning	Date Happened	52	193	71.9	Libra	Average	Networking
Transgender	Lesbian	Remote Area	High	Postdoc	Music, MMA, Crafting	296	Extreme User	0.51	Optimistic	88	25	3	9	43	0.36	4	Afternoon	No Action	40	156	70.1	Gemini	Average	Friends Only
Male	Pansexual	Metro	Very High	PhD	Motorcycling, Movies, Music	18	Low	0.19	Choosy	36	14	2	377	63	0.1	17	Late Night	Relationship Formed	24	145	49.4	Aquarius	Curvy	Networking
Transgender	Queer	Remote Area	Middle	Postdoc	Photography, Board Games, Art	25	Low	0.38	Balanced	32	30	2	407	69	0.08	6	After Midnight	Relationship Formed	29	145	41.4	Capricorn	Curvy	Friends Only
Genderfluid	Demisexual	Metro	Lower-Middle	Associate’s	Social Activism, Binge-Watching, Skating	204	Extreme User	0.52	Optimistic	55	1	3	84	91	0.43	17	Evening	Ghosted	49	170	77.7	Cancer	Curvy	Friends Only
Transgender	Asexual	Metro	High	Associate’s	Movies, Languages, Pets	54	Moderate	0.0	Choosy	195	6	0	404	28	0.23	7	Late Night	Chat Ignored	52	149	57.5	Sagittarius	Plus Size	Hookups

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