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	Gay	Rural	Low	Bachelor’s	Gaming, Motorcycling, K-pop	106	High	0.55	Optimistic	122	2	2	76	91	0.27	8	Morning	One-sided Like	58	192	87.4	Libra	Average	Hookups
Male	Gay	Rural	High	MBA	Painting, Fitness, Social Activism	15	Low	0.3	Balanced	158	29	5	186	30	0.42	23	Early Morning	Ghosted	28	189	64.7	Virgo	Slim	Networking
Female	Asexual	Suburban	High	MBA	Art, Meditation, Running	144	Addicted	0.33	Balanced	112	17	3	31	55	0.24	14	After Midnight	Chat Ignored	30	192	88.5	Aries	Slim	Friends Only
Non-binary	Pansexual	Suburban	Upper-Middle	MBA	Podcasts, Politics, Dancing	238	Extreme User	0.26	Balanced	168	23	0	235	67	0.24	2	After Midnight	Mutual Match	30	167	60.0	Pisces	Plus Size	Casual Dating
Prefer Not to Say	Gay	Remote Area	Very Low	High School	Traveling, Coding, Stand-up Comedy	4	Barely	0.76	Swipe Maniac	95	12	4	327	38	0.37	4	Early Morning	One-sided Like	45	196	98.0	Capricorn	Slim	Hookups
Prefer Not to Say	Queer	Rural	High	No Formal Education	Music, Art, Spirituality	299	Extreme User	0.68	Optimistic	17	1	5	496	99	0.07	23	Early Morning	Date Happened	56	188	102.5	Pisces	Curvy	Casual Dating
Female	Bisexual	Remote Area	Very Low	Bachelor’s	Makeup, Pets, Music	145	Addicted	0.71	Swipe Maniac	145	19	1	8	91	0.55	13	Afternoon	Mutual Match	25	177	71.4	Libra	Athletic	Serious Relationship
Non-binary	Gay	Suburban	Very Low	No Formal Education	Clubbing, Dancing, K-pop	140	Addicted	0.26	Balanced	175	30	1	38	3	0.06	11	Afternoon	Mutual Match	58	159	46.8	Taurus	Slim	Hookups
Female	Gay	Rural	High	Postdoc	Investing, Clubbing, Languages	162	Addicted	0.39	Balanced	9	6	3	7	98	0.52	13	Evening	Instant Match	23	155	45.9	Capricorn	Slim	Casual Dating
Prefer Not to Say	Gay	Rural	Very Low	Bachelor’s	Stand-up Comedy, Politics, Writing	36	Moderate	0.53	Optimistic	85	12	0	290	44	0.36	3	Afternoon	Ghosted	48	191	103.2	Taurus	Muscular	Hookups
Transgender	Queer	Urban	High	Diploma	Cooking, Astrology, Politics	276	Extreme User	0.3	Balanced	99	3	0	493	42	0.42	3	Early Morning	One-sided Like	48	196	84.9	Leo	Average	Exploring
Prefer Not to Say	Demisexual	Suburban	Very High	PhD	Movies, Spirituality, Tech	189	Extreme User	0.69	Optimistic	157	6	2	57	4	0.32	12	Early Morning	Chat Ignored	44	190	91.3	Libra	Plus Size	Hookups
Non-binary	Straight	Remote Area	Lower-Middle	PhD	Pets, Foodie, Writing	110	High	0.36	Balanced	31	27	5	18	63	0.34	6	Evening	One-sided Like	38	168	64.1	Leo	Average	Networking
Female	Lesbian	Urban	Middle	Diploma	Foodie, Tattoos, Dancing	279	Extreme User	0.43	Optimistic	165	9	2	416	92	0.11	23	Morning	No Action	47	199	106.9	Aquarius	Curvy	Serious Relationship
Male	Demisexual	Remote Area	Very High	No Formal Education	Sneaker Culture, History, Board Games	65	High	0.52	Optimistic	81	24	1	416	30	0.31	13	Early Morning	One-sided Like	20	177	67.7	Capricorn	Athletic	Exploring
Prefer Not to Say	Straight	Small Town	High	Associate’s	Cooking, Meditation, Movies	137	Addicted	0.88	Swipe Maniac	197	1	0	415	76	0.36	19	After Midnight	Relationship Formed	37	173	87.7	Aquarius	Curvy	Casual Dating
Male	Lesbian	Remote Area	Very High	PhD	Parenting, Photography, Meditation	69	High	0.55	Optimistic	169	22	6	405	82	0.55	5	Late Night	Relationship Formed	56	160	67.1	Cancer	Muscular	Friends Only
Transgender	Pansexual	Remote Area	Very Low	Master’s	Parenting, Meditation, Spirituality	76	High	0.42	Optimistic	91	8	5	98	38	0.51	22	Afternoon	Mutual Match	51	159	46.3	Scorpio	Athletic	Friends Only
Female	Demisexual	Metro	Lower-Middle	Diploma	Skating, Fitness, Painting	221	Extreme User	0.62	Optimistic	160	19	6	201	55	0.22	8	Late Night	One-sided Like	20	159	49.3	Taurus	Muscular	Networking
Male	Straight	Rural	Very Low	Diploma	Makeup, Podcasts, Tattoos	69	High	0.45	Optimistic	178	28	3	75	34	0.12	6	Early Morning	Chat Ignored	56	192	80.4	Capricorn	Curvy	Casual Dating
Transgender	Queer	Metro	Upper-Middle	Postdoc	Politics, K-pop, DIY	233	Extreme User	0.8	Swipe Maniac	117	16	0	5	63	0.26	0	Late Night	Ghosted	20	200	85.2	Capricorn	Slim	Hookups
Non-binary	Straight	Small Town	Upper-Middle	Associate’s	Podcasts, Writing, Reading	112	High	0.24	Balanced	48	23	6	49	45	0.06	14	Late Night	Ghosted	21	151	44.2	Aquarius	Athletic	Networking
Male	Lesbian	Remote Area	Low	MBA	DIY, Reading, Parenting	198	Extreme User	0.19	Choosy	164	5	0	42	57	0.32	4	Late Night	Instant Match	49	163	53.7	Aries	Slim	Serious Relationship
Prefer Not to Say	Gay	Remote Area	Low	MBA	Social Activism, Binge-Watching, Gaming	287	Extreme User	0.5	Optimistic	107	30	4	216	99	0.27	3	Early Morning	Mutual Match	48	172	84.9	Taurus	Muscular	Networking
Genderfluid	Pansexual	Urban	High	Associate’s	History, Music, Sneaker Culture	290	Extreme User	0.95	Swipe Maniac	46	21	5	343	61	0.21	12	Evening	Blocked	22	153	60.2	Virgo	Muscular	Exploring
Transgender	Straight	Small Town	Middle	Associate’s	Tech, Meditation, Startups	177	Addicted	0.62	Optimistic	11	6	3	359	51	0.41	20	Evening	Chat Ignored	55	164	79.1	Scorpio	Plus Size	Exploring
Male	Asexual	Rural	Very Low	Postdoc	Social Activism, Music, Dancing	173	Addicted	0.1	Choosy	12	10	4	27	70	0.35	6	Early Morning	Chat Ignored	38	186	63.3	Aries	Muscular	Exploring
Prefer Not to Say	Lesbian	Rural	Very Low	Postdoc	Dancing, Writing, Cars	220	Extreme User	0.41	Optimistic	75	9	6	39	74	0.2	18	After Midnight	No Action	35	182	85.1	Capricorn	Muscular	Networking
Male	Lesbian	Rural	Low	MBA	Cooking, Binge-Watching, Gaming	190	Extreme User	0.53	Optimistic	3	1	4	325	96	0.16	18	Late Night	Mutual Match	26	172	65.4	Leo	Athletic	Casual Dating
Transgender	Demisexual	Urban	Upper-Middle	High School	Crafting, Podcasts, Investing	56	Moderate	0.87	Swipe Maniac	189	28	2	312	68	0.7	6	Evening	Date Happened	21	191	83.2	Pisces	Average	Networking
Genderfluid	Pansexual	Small Town	Very Low	Associate’s	Traveling, Reading, Running	226	Extreme User	0.39	Balanced	71	18	6	489	89	0.54	2	Early Morning	Date Happened	52	154	69.7	Virgo	Average	Serious Relationship
Transgender	Queer	Rural	Lower-Middle	No Formal Education	Motorcycling, K-pop, Dancing	142	Addicted	0.46	Optimistic	48	26	3	173	82	0.13	6	After Midnight	One-sided Like	55	173	82.0	Capricorn	Slim	Serious Relationship
Non-binary	Queer	Rural	High	Diploma	Pets, History, Foodie	26	Low	0.23	Balanced	183	17	1	421	71	0.34	12	Early Morning	Blocked	25	160	54.3	Cancer	Average	Hookups
Genderfluid	Straight	Suburban	Middle	PhD	Coding, Languages, Board Games	226	Extreme User	0.66	Optimistic	92	28	3	241	47	0.04	6	Afternoon	One-sided Like	49	147	53.8	Leo	Curvy	Casual Dating
Non-binary	Bisexual	Rural	High	PhD	Coding, Fashion, Startups	69	High	0.3	Balanced	127	0	4	53	21	0.47	1	Evening	Relationship Formed	59	183	86.4	Scorpio	Plus Size	Networking
Male	Straight	Suburban	Middle	Postdoc	Reading, Hiking, Photography	1	Barely	0.33	Balanced	63	20	1	410	0	0.16	16	Morning	Blocked	55	192	95.8	Leo	Slim	Friends Only
Non-binary	Gay	Metro	Very Low	No Formal Education	Makeup, Clubbing, Writing	250	Extreme User	0.41	Optimistic	180	16	4	412	45	0.35	3	Evening	Chat Ignored	18	181	75.0	Cancer	Plus Size	Networking
Male	Straight	Metro	Middle	Bachelor’s	Memes, Art, Startups	24	Low	0.97	Swipe Maniac	71	7	6	302	36	0.53	23	After Midnight	Chat Ignored	21	195	106.5	Aries	Plus Size	Friends Only
Prefer Not to Say	Gay	Metro	High	Diploma	Traveling, Motorcycling, Anime	238	Extreme User	1.0	Swipe Maniac	176	26	3	67	55	0.03	3	Early Morning	Instant Match	32	171	61.4	Capricorn	Slim	Casual Dating
Non-binary	Straight	Suburban	High	MBA	Music, Sneaker Culture, Pets	267	Extreme User	0.78	Swipe Maniac	166	9	6	407	52	0.22	11	After Midnight	Instant Match	26	161	50.0	Scorpio	Muscular	Exploring
Genderfluid	Lesbian	Urban	High	Postdoc	Meditation, Foodie, DIY	276	Extreme User	0.31	Balanced	129	25	3	462	32	0.47	19	Late Night	Blocked	58	183	93.8	Leo	Muscular	Hookups
Female	Queer	Rural	Lower-Middle	Associate’s	Startups, Cooking, Painting	21	Low	0.55	Optimistic	45	7	4	150	71	0.3	14	Evening	One-sided Like	51	187	98.6	Libra	Muscular	Hookups
Prefer Not to Say	Pansexual	Rural	Lower-Middle	Associate’s	Tattoos, Parenting, Politics	225	Extreme User	0.29	Balanced	59	12	6	329	82	0.35	1	Late Night	Mutual Match	50	178	80.8	Libra	Plus Size	Casual Dating
Genderfluid	Asexual	Metro	Lower-Middle	Associate’s	Sneaker Culture, Clubbing, Startups	156	Addicted	0.65	Optimistic	113	12	6	110	13	0.17	16	After Midnight	Blocked	23	176	71.9	Sagittarius	Athletic	Friends Only
Prefer Not to Say	Pansexual	Suburban	High	No Formal Education	Hiking, Anime, Coding	84	High	0.47	Optimistic	164	15	4	479	43	0.28	5	Morning	No Action	58	162	58.0	Libra	Curvy	Hookups
Transgender	Gay	Rural	Very Low	Diploma	Photography, Crafting, Board Games	251	Extreme User	0.61	Optimistic	103	23	0	420	66	0.09	19	Evening	Mutual Match	36	159	55.9	Pisces	Average	Networking
Male	Straight	Metro	Middle	Master’s	Investing, History, Running	257	Extreme User	0.39	Balanced	173	5	5	158	16	0.19	23	Afternoon	Chat Ignored	55	156	72.5	Aries	Average	Hookups
Non-binary	Lesbian	Small Town	Low	Postdoc	Astrology, Spirituality, Motorcycling	21	Low	0.67	Optimistic	160	21	2	369	37	0.35	20	Afternoon	Mutual Match	31	148	40.3	Libra	Average	Serious Relationship
Prefer Not to Say	Bisexual	Small Town	Upper-Middle	MBA	Fashion, Stand-up Comedy, Sneaker Culture	129	Addicted	0.65	Optimistic	96	30	3	308	96	0.03	0	Late Night	One-sided Like	52	147	63.3	Aquarius	Plus Size	Casual Dating
Non-binary	Pansexual	Small Town	Upper-Middle	MBA	Dancing, Traveling, Startups	207	Extreme User	0.35	Balanced	84	7	1	351	71	0.21	22	Morning	One-sided Like	18	184	91.1	Cancer	Muscular	Hookups
Non-binary	Bisexual	Urban	Middle	No Formal Education	Clubbing, Startups, Movies	21	Low	0.31	Balanced	74	22	4	356	63	0.38	16	Evening	Mutual Match	35	197	114.9	Cancer	Slim	Networking
Male	Asexual	Urban	Upper-Middle	Associate’s	Fitness, Art, Foodie	36	Moderate	0.52	Optimistic	45	19	4	76	77	0.34	20	After Midnight	No Action	51	163	71.7	Scorpio	Slim	Casual Dating
Non-binary	Pansexual	Urban	Upper-Middle	Associate’s	Fashion, Gardening, Languages	266	Extreme User	0.48	Optimistic	27	9	5	251	96	0.08	22	Afternoon	Ghosted	50	157	48.6	Libra	Plus Size	Friends Only
Non-binary	Straight	Metro	Very High	Bachelor’s	Politics, Stand-up Comedy, Traveling	23	Low	0.75	Swipe Maniac	51	19	2	422	86	0.22	1	After Midnight	Mutual Match	18	185	83.2	Leo	Plus Size	Exploring
Transgender	Demisexual	Metro	Middle	Master’s	Astrology, Hiking, Dancing	164	Addicted	0.75	Swipe Maniac	48	23	2	247	81	0.25	20	Evening	Mutual Match	45	171	82.5	Cancer	Muscular	Hookups
Prefer Not to Say	Bisexual	Metro	Very High	PhD	Tech, DIY, Cooking	137	Addicted	0.15	Choosy	46	8	3	143	10	0.25	11	Early Morning	Chat Ignored	42	195	110.3	Cancer	Average	Friends Only
Prefer Not to Say	Bisexual	Suburban	Upper-Middle	Master’s	Board Games, Poetry, Parenting	32	Moderate	0.35	Balanced	164	8	4	451	98	0.2	22	Morning	No Action	45	149	64.2	Virgo	Athletic	Friends Only
Prefer Not to Say	Bisexual	Metro	Lower-Middle	Postdoc	Astrology, Cooking, Running	270	Extreme User	0.57	Optimistic	41	22	3	348	46	0.06	23	Evening	Date Happened	51	145	38.3	Cancer	Plus Size	Hookups
Female	Straight	Metro	Very Low	Bachelor’s	Binge-Watching, Music, Reading	252	Extreme User	0.4	Optimistic	171	8	6	44	76	0.24	12	Afternoon	Mutual Match	31	150	57.8	Taurus	Average	Hookups
Prefer Not to Say	Straight	Urban	Very High	Diploma	Foodie, Poetry, MMA	261	Extreme User	0.17	Choosy	51	28	6	346	42	0.04	19	After Midnight	Chat Ignored	18	157	45.6	Cancer	Slim	Friends Only
Female	Queer	Small Town	Low	Postdoc	Skating, DIY, Astrology	133	Addicted	0.67	Optimistic	0	0	1	152	60	0.26	3	Afternoon	Instant Match	50	151	62.9	Cancer	Slim	Serious Relationship
Male	Bisexual	Metro	Lower-Middle	No Formal Education	Traveling, Painting, Social Activism	83	High	0.75	Swipe Maniac	107	26	2	408	82	0.15	13	Afternoon	Ghosted	25	165	62.3	Aquarius	Slim	Exploring
Genderfluid	Bisexual	Remote Area	Middle	PhD	Cars, DIY, Pets	232	Extreme User	0.14	Choosy	94	24	2	174	86	0.08	8	Early Morning	Blocked	58	190	92.1	Cancer	Average	Friends Only
Non-binary	Bisexual	Small Town	Middle	Master’s	History, Writing, Astrology	121	Addicted	0.56	Optimistic	102	21	2	321	21	0.15	5	After Midnight	Mutual Match	34	166	80.5	Taurus	Curvy	Serious Relationship
Genderfluid	Pansexual	Metro	Very Low	Master’s	Spirituality, Gardening, Binge-Watching	183	Extreme User	0.54	Optimistic	129	28	5	357	25	0.31	19	After Midnight	Mutual Match	24	172	53.3	Pisces	Slim	Hookups
Male	Queer	Metro	Very High	Diploma	Running, Gaming, Art	122	Addicted	0.34	Balanced	130	17	2	463	92	0.4	4	Late Night	Date Happened	20	181	90.4	Taurus	Plus Size	Serious Relationship
Male	Asexual	Remote Area	Upper-Middle	Associate’s	Art, Social Activism, Politics	12	Very Low	0.4	Optimistic	33	26	4	317	88	0.4	21	Evening	Blocked	21	181	89.1	Virgo	Athletic	Hookups
Genderfluid	Asexual	Rural	Lower-Middle	Diploma	Art, Gaming, Yoga	132	Addicted	0.59	Optimistic	137	24	0	154	89	0.19	13	Late Night	Relationship Formed	46	155	51.4	Taurus	Curvy	Friends Only
Transgender	Straight	Small Town	High	PhD	Binge-Watching, Fashion, Spirituality	89	High	0.29	Balanced	124	5	2	224	59	0.11	3	Early Morning	Instant Match	47	188	67.2	Virgo	Athletic	Casual Dating
Transgender	Queer	Suburban	Middle	Postdoc	Reading, Astrology, Poetry	62	High	0.67	Optimistic	103	5	0	379	62	0.22	6	Evening	Date Happened	41	180	63.8	Aquarius	Athletic	Casual Dating
Male	Bisexual	Remote Area	Upper-Middle	PhD	Fashion, Cooking, Coding	10	Very Low	0.33	Balanced	178	20	1	463	9	0.41	18	After Midnight	One-sided Like	44	153	53.4	Cancer	Athletic	Hookups
Transgender	Demisexual	Metro	Very High	High School	Board Games, Anime, Memes	203	Extreme User	0.46	Optimistic	158	23	4	267	92	0.29	18	After Midnight	Chat Ignored	55	193	78.6	Sagittarius	Athletic	Exploring
Transgender	Demisexual	Suburban	High	High School	Investing, Traveling, Pets	159	Addicted	0.43	Optimistic	118	18	5	322	23	0.42	4	Afternoon	Date Happened	26	178	64.6	Pisces	Curvy	Casual Dating
Transgender	Demisexual	Metro	Very Low	PhD	Movies, Binge-Watching, Running	47	Moderate	0.75	Swipe Maniac	163	8	4	340	73	0.29	11	Evening	Catfished	50	157	67.3	Pisces	Curvy	Hookups
Female	Asexual	Metro	Upper-Middle	Master’s	Motorcycling, Pets, Fashion	161	Addicted	0.68	Optimistic	38	19	4	28	3	0.23	19	Morning	No Action	26	180	92.3	Taurus	Plus Size	Hookups
Male	Bisexual	Metro	Low	Bachelor’s	Astrology, Art, Traveling	146	Addicted	0.79	Swipe Maniac	122	26	6	418	96	0.26	3	Early Morning	Instant Match	33	166	72.7	Sagittarius	Athletic	Serious Relationship
Non-binary	Lesbian	Suburban	Very Low	Postdoc	Photography, Makeup, Astrology	43	Moderate	0.51	Optimistic	113	2	6	309	0	0.09	14	Early Morning	Chat Ignored	43	192	88.5	Gemini	Curvy	Exploring
Transgender	Queer	Remote Area	Middle	Associate’s	Photography, Tech, Movies	200	Extreme User	0.31	Balanced	76	10	1	283	25	0.09	6	Evening	No Action	37	147	61.8	Sagittarius	Muscular	Hookups
Female	Asexual	Rural	Very Low	Associate’s	Cars, Fitness, Motorcycling	89	High	0.6	Optimistic	187	2	0	51	20	0.05	10	Afternoon	Chat Ignored	55	191	86.5	Aries	Average	Hookups
Transgender	Asexual	Small Town	Very Low	Bachelor’s	Meditation, K-pop, Startups	183	Extreme User	0.73	Swipe Maniac	146	24	6	387	57	0.18	15	Early Morning	Blocked	52	167	79.5	Libra	Athletic	Casual Dating
Male	Queer	Urban	Lower-Middle	MBA	Painting, K-pop, Tattoos	64	High	0.22	Balanced	94	17	1	95	5	0.12	2	Afternoon	Blocked	33	198	88.6	Aries	Plus Size	Hookups
Non-binary	Pansexual	Rural	Middle	Associate’s	Binge-Watching, Skating, History	261	Extreme User	0.66	Optimistic	131	21	6	498	29	0.35	13	Late Night	Chat Ignored	40	194	108.0	Virgo	Average	Friends Only
Female	Demisexual	Remote Area	Very High	Bachelor’s	K-pop, Memes, Tattoos	158	Addicted	0.4	Optimistic	148	16	0	15	84	0.23	12	Morning	Ghosted	47	169	76.3	Aries	Athletic	Hookups
Transgender	Queer	Suburban	Upper-Middle	Diploma	Podcasts, Music, DIY	11	Very Low	0.15	Choosy	70	4	6	297	37	0.26	4	Late Night	Catfished	51	184	84.3	Cancer	Athletic	Friends Only
Female	Gay	Urban	Upper-Middle	Diploma	Art, Running, Spirituality	108	High	0.34	Balanced	164	24	6	322	43	0.35	1	Evening	Catfished	32	166	61.2	Aquarius	Slim	Casual Dating
Prefer Not to Say	Queer	Small Town	Low	No Formal Education	Makeup, Meditation, Sneaker Culture	106	High	0.51	Optimistic	128	15	1	447	15	0.43	3	Morning	Mutual Match	32	150	48.6	Aquarius	Curvy	Networking
Female	Lesbian	Remote Area	Upper-Middle	Postdoc	Fashion, Meditation, Crafting	20	Low	0.05	Choosy	26	11	0	399	85	0.05	21	Afternoon	Catfished	19	197	78.8	Pisces	Average	Networking
Non-binary	Pansexual	Metro	Middle	High School	Board Games, Languages, Crafting	31	Moderate	0.29	Balanced	185	20	3	262	4	0.28	7	Early Morning	No Action	48	160	49.4	Aries	Muscular	Hookups
Prefer Not to Say	Straight	Urban	Very High	Master’s	MMA, Motorcycling, Art	215	Extreme User	0.0	Choosy	133	0	0	411	89	0.35	6	Early Morning	No Action	58	192	81.5	Leo	Slim	Hookups
Female	Bisexual	Metro	Very Low	Master’s	Gardening, Spirituality, Fashion	95	High	0.57	Optimistic	26	23	0	61	44	0.06	8	Late Night	Instant Match	32	171	80.7	Gemini	Athletic	Serious Relationship
Genderfluid	Lesbian	Small Town	Very Low	PhD	Startups, Sneaker Culture, Movies	194	Extreme User	0.64	Optimistic	159	25	5	24	77	0.41	2	Morning	Chat Ignored	52	186	101.0	Pisces	Curvy	Serious Relationship
Non-binary	Gay	Metro	High	MBA	Foodie, Motorcycling, Makeup	65	High	0.53	Optimistic	4	2	4	154	69	0.22	20	Morning	Chat Ignored	31	185	75.3	Leo	Average	Exploring
Male	Straight	Urban	Middle	Postdoc	Hiking, Movies, Crafting	42	Moderate	0.62	Optimistic	87	28	6	338	27	0.62	23	Evening	Mutual Match	43	153	54.3	Taurus	Muscular	Networking
Genderfluid	Demisexual	Rural	Low	Bachelor’s	Cars, Podcasts, Fashion	136	Addicted	0.61	Optimistic	155	15	1	64	7	0.35	0	Late Night	Chat Ignored	36	189	97.2	Sagittarius	Slim	Serious Relationship
Male	Gay	Rural	Low	Master’s	Fashion, Podcasts, Music	183	Extreme User	0.8	Swipe Maniac	56	5	6	394	44	0.67	13	After Midnight	Ghosted	57	176	68.1	Scorpio	Athletic	Hookups
Non-binary	Straight	Rural	Upper-Middle	PhD	Dancing, Spirituality, Poetry	141	Addicted	0.49	Optimistic	141	28	5	169	41	0.41	11	Early Morning	Chat Ignored	45	200	88.0	Taurus	Curvy	Exploring
Genderfluid	Bisexual	Suburban	High	Bachelor’s	Dancing, Astrology, Crafting	230	Extreme User	0.65	Optimistic	193	25	5	488	100	0.19	9	Early Morning	One-sided Like	48	166	56.8	Libra	Average	Exploring
Prefer Not to Say	Bisexual	Rural	Low	High School	Podcasts, Hiking, Fitness	262	Extreme User	0.39	Balanced	164	24	4	37	88	0.34	12	Evening	Date Happened	40	171	84.8	Scorpio	Muscular	Casual Dating
Transgender	Straight	Small Town	Very High	Master’s	Yoga, Cooking, Investing	170	Addicted	0.59	Optimistic	173	16	6	499	48	0.46	16	After Midnight	Mutual Match	54	155	48.5	Taurus	Slim	Exploring
Non-binary	Bisexual	Small Town	Lower-Middle	Diploma	Meditation, Hiking, Dancing	263	Extreme User	0.6	Optimistic	173	21	4	300	18	0.42	10	Late Night	Instant Match	50	145	55.9	Scorpio	Muscular	Networking

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