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
Male	Straight	Small Town	Lower-Middle	MBA	Clubbing, Coding, Stand-up Comedy	8	Very Low	0.62	Optimistic	70	3	0	155	40	0.26	14	Afternoon	Blocked	43	185	88.3	Aries	Average	Serious Relationship
Female	Asexual	Remote Area	Very Low	Master’s	Social Activism, Clubbing, Art	219	Extreme User	0.31	Balanced	4	3	6	237	64	0.32	0	Late Night	Blocked	51	157	57.2	Taurus	Slim	Hookups
Male	Lesbian	Rural	Middle	Master’s	Fashion, Sneaker Culture, Hiking	249	Extreme User	0.12	Choosy	184	25	1	379	22	0.48	18	Late Night	Instant Match	36	168	75.1	Aries	Average	Hookups
Non-binary	Lesbian	Urban	Lower-Middle	PhD	Anime, Parenting, Politics	50	Moderate	0.4	Optimistic	66	17	4	297	56	0.27	20	Afternoon	Instant Match	49	176	91.4	Leo	Athletic	Networking
Non-binary	Demisexual	Small Town	Lower-Middle	High School	Fashion, Languages, Makeup	66	High	0.67	Optimistic	134	17	4	238	42	0.41	12	Late Night	Catfished	58	160	73.2	Aquarius	Curvy	Hookups
Genderfluid	Straight	Small Town	High	Master’s	Parenting, Binge-Watching, Startups	65	High	0.93	Swipe Maniac	12	2	4	485	81	0.36	6	Afternoon	Ghosted	28	167	60.2	Leo	Curvy	Serious Relationship
Genderfluid	Queer	Metro	Very High	PhD	Astrology, DIY, Board Games	241	Extreme User	0.51	Optimistic	55	20	0	189	80	0.25	17	After Midnight	No Action	31	148	41.0	Aquarius	Plus Size	Friends Only
Male	Queer	Urban	Very High	Bachelor’s	Clubbing, History, DIY	285	Extreme User	0.91	Swipe Maniac	82	2	4	453	93	0.07	22	Late Night	Mutual Match	48	180	92.0	Aries	Curvy	Friends Only
Transgender	Demisexual	Remote Area	Lower-Middle	High School	Cars, Yoga, Music	108	High	0.45	Optimistic	84	1	4	112	96	0.17	12	Late Night	Chat Ignored	40	177	64.9	Taurus	Plus Size	Exploring
Male	Demisexual	Metro	Upper-Middle	Bachelor’s	Memes, Meditation, Crafting	213	Extreme User	0.45	Optimistic	66	2	0	415	30	0.4	11	After Midnight	Relationship Formed	33	169	66.5	Virgo	Curvy	Hookups
Prefer Not to Say	Lesbian	Remote Area	Middle	No Formal Education	Music, Social Activism, DIY	286	Extreme User	0.67	Optimistic	200	4	0	307	19	0.11	19	Early Morning	Ghosted	34	174	89.3	Virgo	Plus Size	Networking
Non-binary	Asexual	Urban	Middle	MBA	Pets, Coding, Painting	206	Extreme User	0.42	Optimistic	69	8	4	392	87	0.05	18	Late Night	One-sided Like	44	153	57.8	Gemini	Athletic	Friends Only
Non-binary	Asexual	Urban	High	PhD	Skating, Art, Fitness	146	Addicted	0.59	Optimistic	13	2	0	313	63	0.47	1	Morning	Mutual Match	49	165	65.3	Sagittarius	Slim	Hookups
Transgender	Bisexual	Rural	Upper-Middle	Associate’s	Anime, Politics, Memes	262	Extreme User	0.52	Optimistic	108	6	2	479	11	0.48	11	Morning	One-sided Like	57	197	86.9	Libra	Average	Friends Only
Female	Demisexual	Metro	High	Bachelor’s	Movies, Social Activism, Running	58	Moderate	0.33	Balanced	64	9	4	180	95	0.1	19	Early Morning	Date Happened	36	150	62.3	Cancer	Athletic	Friends Only
Male	Bisexual	Small Town	Lower-Middle	Master’s	Binge-Watching, Stand-up Comedy, Art	184	Extreme User	0.3	Balanced	141	12	0	220	20	0.27	8	Late Night	No Action	44	180	59.3	Gemini	Plus Size	Exploring
Female	Bisexual	Remote Area	Low	No Formal Education	Social Activism, Parenting, Spirituality	146	Addicted	0.59	Optimistic	144	23	4	34	92	0.45	16	After Midnight	Catfished	38	154	61.9	Gemini	Plus Size	Exploring
Non-binary	Gay	Suburban	Low	Postdoc	MMA, Podcasts, Binge-Watching	232	Extreme User	0.72	Swipe Maniac	56	30	4	236	76	0.44	12	Early Morning	Mutual Match	23	188	80.2	Cancer	Plus Size	Hookups
Genderfluid	Demisexual	Remote Area	Very Low	PhD	Stand-up Comedy, Dancing, Coding	293	Extreme User	0.63	Optimistic	148	30	0	111	26	0.17	5	After Midnight	Chat Ignored	35	150	54.4	Libra	Curvy	Serious Relationship
Female	Gay	Suburban	Very High	Master’s	Social Activism, Movies, K-pop	239	Extreme User	0.45	Optimistic	112	13	4	271	26	0.65	21	Evening	Date Happened	54	175	73.8	Gemini	Curvy	Serious Relationship
Prefer Not to Say	Gay	Suburban	Upper-Middle	No Formal Education	Languages, Cars, K-pop	28	Low	0.52	Optimistic	133	10	2	78	35	0.39	1	Early Morning	Ghosted	53	149	53.7	Leo	Plus Size	Friends Only
Genderfluid	Lesbian	Metro	Low	High School	Cars, Coding, Yoga	44	Moderate	0.54	Optimistic	33	11	4	272	59	0.16	1	Evening	Instant Match	35	177	89.9	Sagittarius	Slim	Exploring
Transgender	Straight	Suburban	High	Bachelor’s	Art, Tattoos, Cars	76	High	0.36	Balanced	14	9	4	63	37	0.06	16	Early Morning	Relationship Formed	24	176	80.8	Gemini	Average	Friends Only
Non-binary	Pansexual	Small Town	Very Low	Master’s	MMA, Hiking, Gaming	265	Extreme User	0.61	Optimistic	86	2	3	257	47	0.12	0	Afternoon	Ghosted	53	166	58.1	Capricorn	Slim	Exploring
Genderfluid	Bisexual	Rural	Lower-Middle	High School	Music, Clubbing, Politics	228	Extreme User	0.39	Balanced	38	1	4	425	65	0.26	4	Morning	Instant Match	38	174	58.1	Taurus	Plus Size	Networking
Transgender	Pansexual	Metro	Lower-Middle	Bachelor’s	Podcasts, Spirituality, Stand-up Comedy	20	Low	0.93	Swipe Maniac	110	6	6	335	33	0.26	9	After Midnight	Chat Ignored	41	199	95.4	Sagittarius	Plus Size	Hookups
Genderfluid	Straight	Suburban	Low	Bachelor’s	Music, Gardening, Pets	210	Extreme User	0.69	Optimistic	165	14	5	488	17	0.49	21	Evening	Mutual Match	29	158	47.7	Cancer	Curvy	Friends Only
Male	Straight	Suburban	Upper-Middle	High School	Coding, Foodie, History	6	Very Low	0.2	Balanced	154	29	3	6	58	0.15	20	Late Night	Ghosted	25	152	55.0	Virgo	Average	Hookups
Non-binary	Gay	Rural	Upper-Middle	Bachelor’s	Coding, Movies, Cooking	60	High	0.49	Optimistic	101	24	5	134	72	0.3	13	Afternoon	Catfished	50	147	61.8	Leo	Curvy	Casual Dating
Non-binary	Queer	Remote Area	Very Low	MBA	Parenting, Memes, Makeup	194	Extreme User	0.61	Optimistic	82	8	2	316	6	0.18	1	Early Morning	Relationship Formed	23	166	65.9	Pisces	Slim	Casual Dating
Male	Queer	Suburban	Lower-Middle	No Formal Education	Reading, Astrology, Social Activism	111	High	0.7	Swipe Maniac	70	16	2	71	74	0.37	21	After Midnight	Relationship Formed	39	188	94.7	Libra	Plus Size	Casual Dating
Male	Pansexual	Small Town	Upper-Middle	PhD	Stand-up Comedy, Politics, Meditation	13	Very Low	0.79	Swipe Maniac	157	0	4	14	59	0.63	3	Evening	Mutual Match	44	158	60.7	Libra	Average	Friends Only
Female	Straight	Suburban	High	Postdoc	Dancing, MMA, Photography	114	High	0.75	Swipe Maniac	62	27	1	244	66	0.06	0	Late Night	One-sided Like	39	158	50.7	Capricorn	Slim	Exploring
Male	Gay	Rural	Upper-Middle	Postdoc	Fashion, Clubbing, Gardening	104	High	0.57	Optimistic	89	27	6	217	89	0.24	15	Early Morning	Catfished	23	165	81.1	Sagittarius	Slim	Exploring
Non-binary	Asexual	Rural	Middle	Postdoc	Pets, Reading, Tattoos	0	Barely	0.29	Balanced	105	19	0	274	69	0.31	9	Early Morning	Blocked	51	171	66.1	Leo	Curvy	Friends Only
Genderfluid	Queer	Rural	Low	Master’s	Makeup, DIY, Yoga	100	High	0.56	Optimistic	173	10	2	198	57	0.5	19	Afternoon	Blocked	18	198	80.4	Gemini	Plus Size	Networking
Genderfluid	Bisexual	Metro	Middle	Diploma	Sneaker Culture, Makeup, Astrology	242	Extreme User	0.26	Balanced	73	1	6	167	57	0.26	18	Morning	Date Happened	23	169	78.0	Gemini	Curvy	Hookups
Transgender	Straight	Suburban	Upper-Middle	Postdoc	Cars, Motorcycling, Yoga	261	Extreme User	0.16	Choosy	5	0	1	455	100	0.61	8	Evening	One-sided Like	58	190	102.2	Libra	Curvy	Serious Relationship
Non-binary	Gay	Suburban	Low	Master’s	Languages, Hiking, Spirituality	260	Extreme User	0.36	Balanced	67	26	4	184	94	0.2	3	Early Morning	Mutual Match	43	155	46.4	Aries	Slim	Networking
Non-binary	Asexual	Small Town	Middle	PhD	Sneaker Culture, Traveling, Motorcycling	265	Extreme User	0.4	Optimistic	122	17	2	39	67	0.17	11	Evening	Date Happened	56	185	79.4	Pisces	Athletic	Exploring
Prefer Not to Say	Demisexual	Remote Area	Low	Diploma	Tattoos, Movies, DIY	85	High	0.56	Optimistic	54	18	1	215	45	0.57	20	Evening	Ghosted	43	150	47.5	Aries	Athletic	Exploring
Non-binary	Pansexual	Rural	High	Associate’s	Investing, Gaming, Running	227	Extreme User	0.85	Swipe Maniac	72	8	1	42	37	0.43	19	Afternoon	Mutual Match	39	168	53.3	Sagittarius	Muscular	Hookups
Non-binary	Queer	Small Town	Lower-Middle	PhD	K-pop, Poetry, Coding	157	Addicted	0.59	Optimistic	166	3	2	424	6	0.56	22	Evening	Catfished	28	154	66.4	Libra	Curvy	Networking
Prefer Not to Say	Asexual	Small Town	Lower-Middle	Associate’s	Yoga, Board Games, DIY	66	High	0.37	Balanced	89	24	1	406	71	0.22	15	After Midnight	One-sided Like	36	148	41.2	Capricorn	Athletic	Networking
Transgender	Pansexual	Rural	Lower-Middle	Diploma	Social Activism, Podcasts, Spirituality	284	Extreme User	0.38	Balanced	123	18	3	121	42	0.42	15	Late Night	No Action	24	179	69.2	Aries	Athletic	Exploring
Transgender	Gay	Urban	Very High	Associate’s	Stand-up Comedy, Spirituality, Foodie	45	Moderate	0.21	Balanced	181	30	1	454	100	0.65	0	After Midnight	Ghosted	58	183	82.7	Scorpio	Athletic	Hookups
Genderfluid	Straight	Suburban	Very Low	Associate’s	Sneaker Culture, Crafting, Motorcycling	244	Extreme User	0.15	Choosy	34	0	4	186	53	0.12	5	Afternoon	Mutual Match	50	168	73.4	Scorpio	Muscular	Networking
Non-binary	Queer	Rural	High	Diploma	Photography, Spirituality, Makeup	245	Extreme User	0.52	Optimistic	66	26	1	479	8	0.8	1	Evening	Chat Ignored	26	153	63.7	Aries	Curvy	Exploring
Non-binary	Demisexual	Metro	Middle	Associate’s	Running, Binge-Watching, Dancing	239	Extreme User	0.75	Swipe Maniac	99	24	6	8	55	0.15	22	Late Night	No Action	46	189	100.0	Sagittarius	Plus Size	Exploring
Female	Straight	Remote Area	Low	Diploma	Sneaker Culture, Pets, Social Activism	176	Addicted	0.36	Balanced	137	16	2	493	16	0.05	20	Morning	Relationship Formed	25	193	106.5	Aries	Average	Exploring
Non-binary	Gay	Metro	High	Bachelor’s	Makeup, Running, Languages	157	Addicted	0.27	Balanced	122	20	2	14	14	0.27	17	Early Morning	Date Happened	59	194	109.9	Leo	Slim	Casual Dating
Transgender	Gay	Suburban	Very Low	High School	Hiking, Politics, Foodie	199	Extreme User	0.61	Optimistic	173	2	2	306	94	0.09	20	After Midnight	No Action	18	172	76.0	Sagittarius	Average	Serious Relationship
Prefer Not to Say	Lesbian	Suburban	Middle	High School	Photography, Social Activism, Board Games	235	Extreme User	0.18	Choosy	124	25	2	229	59	0.01	6	Early Morning	Blocked	27	184	86.7	Aquarius	Slim	Friends Only
Prefer Not to Say	Bisexual	Rural	High	High School	Movies, Skating, Dancing	74	High	0.39	Balanced	119	4	4	369	94	0.16	7	Afternoon	Instant Match	59	172	75.4	Sagittarius	Muscular	Casual Dating
Genderfluid	Queer	Suburban	Low	Postdoc	Crafting, Binge-Watching, Languages	247	Extreme User	0.37	Balanced	16	15	5	255	40	0.3	1	Morning	No Action	57	198	114.5	Pisces	Athletic	Serious Relationship
Genderfluid	Bisexual	Small Town	Upper-Middle	High School	Yoga, Dancing, Binge-Watching	39	Moderate	0.55	Optimistic	173	10	2	467	77	0.56	16	Late Night	Ghosted	34	198	92.1	Taurus	Muscular	Networking
Genderfluid	Bisexual	Metro	High	PhD	Writing, Pets, Tattoos	76	High	0.25	Balanced	49	27	6	178	48	0.33	11	Afternoon	One-sided Like	34	155	56.7	Aquarius	Slim	Casual Dating
Prefer Not to Say	Asexual	Urban	Upper-Middle	Diploma	Gardening, Social Activism, Astrology	143	Addicted	0.76	Swipe Maniac	24	0	3	248	45	0.23	16	Afternoon	Relationship Formed	45	199	78.8	Scorpio	Athletic	Casual Dating
Genderfluid	Bisexual	Rural	Middle	Diploma	Foodie, Motorcycling, Painting	26	Low	0.46	Optimistic	74	3	4	392	9	0.45	2	Early Morning	Chat Ignored	48	187	78.7	Cancer	Slim	Networking
Genderfluid	Straight	Suburban	Very High	Postdoc	Photography, Pets, Astrology	299	Extreme User	0.52	Optimistic	90	8	1	184	6	0.36	8	After Midnight	Blocked	52	195	94.7	Taurus	Athletic	Friends Only
Non-binary	Pansexual	Suburban	Middle	Diploma	Music, Art, Gardening	46	Moderate	0.13	Choosy	184	27	6	147	68	0.32	18	Early Morning	Relationship Formed	47	197	111.0	Leo	Athletic	Casual Dating
Male	Pansexual	Small Town	Lower-Middle	PhD	Meditation, Cars, Fashion	152	Addicted	0.49	Optimistic	59	27	1	27	48	0.35	12	Evening	Chat Ignored	49	169	57.7	Leo	Athletic	Networking
Male	Pansexual	Rural	Very High	Diploma	Crafting, Politics, Poetry	294	Extreme User	0.43	Optimistic	34	6	4	82	97	0.27	5	Early Morning	Instant Match	36	166	71.9	Libra	Curvy	Networking
Male	Lesbian	Rural	Very High	Postdoc	Gaming, Yoga, Languages	134	Addicted	0.31	Balanced	109	23	6	281	24	0.32	0	Afternoon	Blocked	34	170	69.9	Taurus	Muscular	Casual Dating
Transgender	Pansexual	Urban	Upper-Middle	Postdoc	Board Games, Investing, Photography	273	Extreme User	0.66	Optimistic	99	8	5	267	98	0.31	13	Afternoon	Chat Ignored	30	160	54.8	Aquarius	Muscular	Friends Only
Transgender	Asexual	Small Town	Very High	Associate’s	Cars, Anime, Fitness	267	Extreme User	0.6	Optimistic	93	15	5	51	20	0.53	3	After Midnight	Ghosted	19	154	59.5	Taurus	Athletic	Serious Relationship
Female	Queer	Urban	Very Low	High School	Makeup, Traveling, Social Activism	115	High	0.6	Optimistic	192	10	3	121	62	0.21	21	After Midnight	Blocked	33	158	65.4	Leo	Slim	Hookups
Genderfluid	Bisexual	Suburban	Lower-Middle	No Formal Education	Cooking, Startups, Pets	80	High	0.43	Optimistic	121	21	0	473	73	0.39	13	After Midnight	Date Happened	48	166	67.5	Scorpio	Slim	Hookups
Prefer Not to Say	Straight	Suburban	Very Low	No Formal Education	Foodie, Fashion, Tattoos	253	Extreme User	0.72	Swipe Maniac	30	24	4	17	75	0.16	16	Morning	Mutual Match	26	178	68.8	Cancer	Average	Serious Relationship
Non-binary	Bisexual	Remote Area	Low	PhD	MMA, Gardening, Astrology	112	High	0.68	Optimistic	19	4	4	141	57	0.41	23	Late Night	No Action	48	174	83.0	Cancer	Slim	Friends Only
Female	Bisexual	Urban	Lower-Middle	Diploma	Reading, Binge-Watching, Board Games	131	Addicted	0.44	Optimistic	175	8	5	146	43	0.14	23	Early Morning	Date Happened	59	159	58.9	Libra	Athletic	Hookups
Prefer Not to Say	Pansexual	Suburban	Very High	High School	Skating, Stand-up Comedy, Gardening	265	Extreme User	0.01	Choosy	185	7	0	25	44	0.3	15	Afternoon	Ghosted	47	156	49.4	Virgo	Curvy	Casual Dating
Non-binary	Queer	Rural	High	Postdoc	Fashion, DIY, Coding	68	High	0.55	Optimistic	142	22	4	491	50	0.26	12	Late Night	One-sided Like	18	180	95.6	Sagittarius	Athletic	Friends Only
Male	Demisexual	Remote Area	Low	No Formal Education	Music, Skating, MMA	84	High	0.43	Optimistic	24	17	6	87	97	0.28	12	After Midnight	Instant Match	45	190	78.0	Capricorn	Average	Hookups
Female	Asexual	Suburban	Upper-Middle	Diploma	Photography, Stand-up Comedy, Movies	14	Very Low	0.48	Optimistic	139	30	4	209	97	0.33	9	Morning	Catfished	43	172	53.5	Aries	Curvy	Exploring
Non-binary	Bisexual	Suburban	Very Low	Bachelor’s	Clubbing, Coding, Meditation	116	High	0.56	Optimistic	185	10	2	293	39	0.13	3	Early Morning	Catfished	45	195	77.6	Taurus	Plus Size	Exploring
Transgender	Asexual	Small Town	Middle	PhD	K-pop, Sneaker Culture, Motorcycling	222	Extreme User	0.35	Balanced	167	18	4	246	73	0.34	12	Early Morning	Relationship Formed	57	153	58.5	Scorpio	Slim	Casual Dating
Transgender	Straight	Small Town	Upper-Middle	Associate’s	Cars, Art, Motorcycling	82	High	0.86	Swipe Maniac	115	28	3	458	16	0.24	19	Morning	One-sided Like	44	148	55.0	Capricorn	Athletic	Hookups
Transgender	Queer	Urban	Middle	PhD	Traveling, Fitness, K-pop	17	Low	0.59	Optimistic	171	19	5	436	54	0.42	13	Late Night	No Action	30	148	43.4	Pisces	Muscular	Networking
Male	Demisexual	Suburban	Very Low	Associate’s	Photography, Writing, Meditation	63	High	0.66	Optimistic	84	27	3	100	13	0.68	9	Morning	Mutual Match	58	191	81.7	Aquarius	Muscular	Hookups
Non-binary	Demisexual	Urban	Middle	No Formal Education	Cars, Music, MMA	13	Very Low	0.38	Balanced	63	10	0	390	66	0.39	6	Late Night	Chat Ignored	50	180	66.4	Cancer	Curvy	Friends Only
Male	Pansexual	Remote Area	Very High	No Formal Education	Music, Languages, Movies	291	Extreme User	0.48	Optimistic	193	17	1	84	83	0.17	4	Late Night	Blocked	55	175	83.6	Cancer	Slim	Exploring
Female	Straight	Urban	Middle	Master’s	Writing, DIY, Memes	85	High	0.55	Optimistic	70	10	6	496	67	0.47	2	Late Night	Date Happened	24	197	79.6	Gemini	Curvy	Hookups
Female	Bisexual	Small Town	Middle	High School	Crafting, Yoga, Coding	85	High	0.62	Optimistic	169	24	1	330	92	0.27	5	Evening	One-sided Like	47	183	71.0	Taurus	Slim	Networking
Transgender	Queer	Suburban	Low	MBA	Poetry, Dancing, Cars	99	High	0.46	Optimistic	133	24	6	299	35	0.58	8	Afternoon	Ghosted	50	154	62.8	Gemini	Muscular	Serious Relationship
Non-binary	Straight	Remote Area	Lower-Middle	Bachelor’s	Tattoos, Cooking, Politics	82	High	0.55	Optimistic	52	14	0	182	30	0.41	11	Evening	Catfished	43	151	50.8	Virgo	Muscular	Casual Dating
Non-binary	Bisexual	Small Town	High	Bachelor’s	Tattoos, Astrology, Social Activism	186	Extreme User	0.52	Optimistic	154	25	1	280	80	0.15	3	After Midnight	Instant Match	21	154	61.7	Pisces	Slim	Serious Relationship
Prefer Not to Say	Gay	Rural	Lower-Middle	PhD	Fitness, DIY, Cars	97	High	0.41	Optimistic	22	18	1	100	51	0.48	12	Afternoon	Ghosted	31	187	74.5	Scorpio	Plus Size	Casual Dating
Prefer Not to Say	Straight	Suburban	Lower-Middle	Bachelor’s	Binge-Watching, Reading, Yoga	263	Extreme User	0.71	Swipe Maniac	2	1	5	156	30	0.26	18	After Midnight	One-sided Like	32	171	63.5	Aquarius	Average	Serious Relationship
Female	Lesbian	Suburban	Lower-Middle	Master’s	Board Games, Crafting, Motorcycling	15	Low	0.41	Optimistic	12	1	0	57	37	0.12	21	Afternoon	No Action	50	184	90.1	Pisces	Slim	Serious Relationship
Transgender	Bisexual	Metro	Lower-Middle	Associate’s	Clubbing, Spirituality, Investing	72	High	0.57	Optimistic	172	12	1	110	18	0.21	18	After Midnight	Relationship Formed	43	173	66.1	Gemini	Slim	Casual Dating
Transgender	Gay	Small Town	High	Postdoc	History, Cooking, Investing	201	Extreme User	0.47	Optimistic	50	11	6	307	99	0.1	2	Morning	No Action	41	170	66.2	Leo	Muscular	Friends Only
Transgender	Straight	Rural	High	Associate’s	Movies, Podcasts, Yoga	131	Addicted	0.82	Swipe Maniac	8	2	5	37	36	0.39	1	Late Night	Catfished	26	190	65.3	Libra	Curvy	Exploring
Male	Pansexual	Small Town	High	Diploma	Reading, Spirituality, Running	52	Moderate	0.23	Balanced	5	5	0	308	11	0.2	10	Afternoon	Mutual Match	25	195	90.5	Capricorn	Athletic	Exploring
Female	Lesbian	Rural	Very High	Postdoc	Tattoos, Gaming, Poetry	128	Addicted	0.11	Choosy	44	0	2	437	88	0.35	17	Late Night	Chat Ignored	42	197	82.3	Aquarius	Muscular	Casual Dating
Female	Bisexual	Remote Area	Low	No Formal Education	MMA, Gaming, Parenting	95	High	0.65	Optimistic	111	16	1	300	59	0.49	1	Early Morning	Date Happened	59	195	105.3	Sagittarius	Curvy	Networking
Female	Pansexual	Small Town	Lower-Middle	Associate’s	Painting, K-pop, Photography	4	Barely	0.47	Optimistic	29	7	6	467	54	0.35	2	Early Morning	Instant Match	26	150	63.4	Aquarius	Slim	Friends Only
Male	Demisexual	Rural	Middle	Master’s	DIY, Sneaker Culture, MMA	202	Extreme User	0.35	Balanced	24	6	4	213	9	0.22	2	Early Morning	Date Happened	53	157	56.2	Leo	Curvy	Serious Relationship
Transgender	Pansexual	Metro	Low	Bachelor’s	Dancing, Podcasts, Fitness	219	Extreme User	0.63	Optimistic	25	25	5	268	33	0.31	1	Evening	One-sided Like	36	150	45.2	Pisces	Athletic	Hookups
Non-binary	Asexual	Rural	Middle	No Formal Education	Gaming, Investing, Movies	35	Moderate	0.34	Balanced	129	9	3	426	40	0.13	0	Morning	Ghosted	54	164	60.8	Aries	Slim	Casual Dating

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