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
Prefer Not to Say	Asexual	Metro	Very High	No Formal Education	Coding, Fitness, Hiking	69	High	0.8	Swipe Maniac	163	24	1	400	71	0.05	11	Afternoon	Instant Match	49	155	57.4	Virgo	Average	Casual Dating
Male	Pansexual	Small Town	Very Low	Postdoc	Movies, Coding, Clubbing	291	Extreme User	0.51	Optimistic	34	21	1	61	54	0.19	0	After Midnight	Mutual Match	58	193	70.4	Scorpio	Muscular	Serious Relationship
Genderfluid	Straight	Remote Area	High	No Formal Education	Gaming, Sneaker Culture, Tech	238	Extreme User	0.31	Balanced	127	7	5	11	70	0.19	14	Early Morning	One-sided Like	31	166	62.6	Aquarius	Athletic	Hookups
Non-binary	Gay	Suburban	Lower-Middle	Associate’s	Crafting, Painting, Tech	297	Extreme User	0.24	Balanced	172	15	2	218	93	0.12	18	Afternoon	Catfished	40	196	69.5	Virgo	Muscular	Casual Dating
Transgender	Lesbian	Suburban	Middle	Master’s	Cars, Stand-up Comedy, Traveling	84	High	0.42	Optimistic	9	4	1	156	30	0.4	12	Afternoon	Relationship Formed	36	194	102.4	Pisces	Athletic	Serious Relationship
Female	Straight	Remote Area	Low	Bachelor’s	Fitness, Startups, Dancing	294	Extreme User	0.47	Optimistic	170	6	0	188	97	0.36	20	Morning	Date Happened	45	168	59.0	Leo	Plus Size	Hookups
Female	Pansexual	Metro	Upper-Middle	High School	Investing, Makeup, Music	89	High	0.55	Optimistic	33	9	5	465	99	0.04	17	Afternoon	Catfished	30	179	68.6	Virgo	Plus Size	Friends Only
Female	Queer	Urban	Middle	PhD	Art, Traveling, K-pop	15	Low	0.51	Optimistic	139	8	2	148	34	0.21	1	After Midnight	Blocked	37	178	67.2	Capricorn	Plus Size	Casual Dating
Transgender	Gay	Urban	Very High	Associate’s	Gardening, Makeup, Social Activism	173	Addicted	0.58	Optimistic	160	29	3	424	10	0.39	21	Morning	Relationship Formed	55	155	59.3	Virgo	Athletic	Exploring
Female	Gay	Metro	Very High	Associate’s	Crafting, Cars, Fashion	134	Addicted	0.33	Balanced	191	28	2	423	67	0.27	2	Early Morning	Chat Ignored	38	189	66.4	Capricorn	Curvy	Exploring
Transgender	Asexual	Metro	Upper-Middle	Diploma	Gardening, Gaming, Painting	60	High	0.46	Optimistic	7	6	2	481	29	0.37	18	Afternoon	Catfished	56	190	105.4	Gemini	Slim	Hookups
Non-binary	Gay	Suburban	High	Associate’s	Poetry, Board Games, Motorcycling	84	High	0.52	Optimistic	58	15	2	28	32	0.28	1	After Midnight	Chat Ignored	34	196	93.7	Aquarius	Average	Friends Only
Genderfluid	Pansexual	Rural	Middle	Master’s	Podcasts, Clubbing, Cooking	182	Extreme User	0.67	Optimistic	165	17	5	236	99	0.13	14	Early Morning	Mutual Match	48	183	82.4	Libra	Average	Friends Only
Transgender	Bisexual	Rural	Very Low	PhD	Spirituality, Sneaker Culture, Movies	91	High	0.34	Balanced	103	17	1	34	65	0.67	20	Morning	Ghosted	56	157	50.3	Capricorn	Curvy	Networking
Female	Asexual	Urban	Very High	Diploma	Parenting, Painting, Motorcycling	111	High	0.94	Swipe Maniac	197	11	6	104	10	0.22	17	Afternoon	Instant Match	20	171	57.3	Virgo	Plus Size	Friends Only
Transgender	Queer	Rural	Very Low	Master’s	Coding, Running, Tech	257	Extreme User	0.25	Balanced	167	21	1	131	97	0.14	17	Afternoon	Blocked	39	170	74.6	Leo	Slim	Hookups
Non-binary	Straight	Metro	Low	Associate’s	Crafting, Reading, Social Activism	252	Extreme User	0.36	Balanced	88	0	2	479	5	0.21	21	Early Morning	Ghosted	49	156	62.3	Leo	Plus Size	Hookups
Genderfluid	Straight	Small Town	Lower-Middle	PhD	Meditation, Politics, MMA	131	Addicted	0.26	Balanced	37	24	0	179	8	0.18	20	Evening	Date Happened	49	157	58.2	Scorpio	Muscular	Serious Relationship
Genderfluid	Asexual	Suburban	Middle	Associate’s	Clubbing, Fitness, Gaming	73	High	0.56	Optimistic	56	10	2	479	24	0.16	6	Evening	Ghosted	24	168	55.3	Aquarius	Slim	Casual Dating
Female	Gay	Rural	Middle	No Formal Education	Pets, Startups, Investing	131	Addicted	0.56	Optimistic	21	10	6	2	73	0.1	3	After Midnight	Ghosted	19	167	58.0	Pisces	Slim	Casual Dating
Transgender	Gay	Urban	Very High	Associate’s	Tech, Gardening, Politics	296	Extreme User	0.21	Balanced	156	4	0	53	55	0.34	0	Early Morning	No Action	56	159	69.3	Aquarius	Plus Size	Casual Dating
Male	Pansexual	Suburban	Very Low	Bachelor’s	Spirituality, Writing, MMA	228	Extreme User	0.43	Optimistic	96	21	1	104	92	0.23	22	Morning	Blocked	31	166	66.7	Aquarius	Slim	Casual Dating
Female	Demisexual	Remote Area	High	No Formal Education	Startups, Cooking, Running	122	Addicted	0.36	Balanced	29	25	0	385	67	0.54	1	Late Night	No Action	24	168	61.8	Scorpio	Plus Size	Networking
Non-binary	Straight	Suburban	Lower-Middle	Bachelor’s	Languages, Anime, Makeup	240	Extreme User	0.38	Balanced	165	9	3	322	11	0.67	11	Afternoon	Blocked	58	152	58.5	Aquarius	Athletic	Serious Relationship
Transgender	Pansexual	Urban	Very Low	Associate’s	Hiking, Photography, Tattoos	49	Moderate	0.57	Optimistic	169	6	2	378	74	0.45	19	After Midnight	Ghosted	52	165	70.5	Gemini	Muscular	Casual Dating
Female	Queer	Remote Area	Very Low	Master’s	Startups, Writing, Gardening	200	Extreme User	0.45	Optimistic	155	13	6	103	97	0.28	23	Afternoon	No Action	38	191	85.4	Taurus	Average	Exploring
Prefer Not to Say	Straight	Suburban	Middle	Diploma	Coding, Dancing, Painting	216	Extreme User	0.21	Balanced	181	24	1	117	2	0.46	5	Evening	One-sided Like	48	192	104.7	Libra	Curvy	Exploring
Prefer Not to Say	Pansexual	Suburban	Very Low	No Formal Education	Dancing, Investing, Traveling	77	High	0.51	Optimistic	70	11	0	88	91	0.19	10	Late Night	One-sided Like	58	200	92.4	Gemini	Slim	Exploring
Female	Queer	Remote Area	Low	Postdoc	Art, Coding, Astrology	40	Moderate	0.09	Choosy	69	19	6	452	31	0.38	3	Late Night	Relationship Formed	58	155	67.0	Leo	Average	Networking
Non-binary	Demisexual	Urban	Middle	PhD	Crafting, Movies, MMA	90	High	0.44	Optimistic	78	8	2	119	28	0.14	17	Morning	Relationship Formed	55	181	96.0	Virgo	Muscular	Networking
Non-binary	Pansexual	Rural	Upper-Middle	Diploma	K-pop, Binge-Watching, Pets	237	Extreme User	0.63	Optimistic	19	10	4	286	19	0.3	21	Late Night	Chat Ignored	51	169	60.8	Pisces	Athletic	Friends Only
Male	Gay	Small Town	Lower-Middle	No Formal Education	Pets, Photography, Clubbing	252	Extreme User	0.56	Optimistic	15	7	0	178	34	0.42	8	Afternoon	Catfished	51	150	58.5	Taurus	Athletic	Friends Only
Non-binary	Straight	Metro	Lower-Middle	Master’s	Photography, Traveling, Foodie	283	Extreme User	0.81	Swipe Maniac	26	20	2	144	43	0.21	8	Morning	Ghosted	19	171	53.5	Pisces	Athletic	Serious Relationship
Male	Bisexual	Rural	Very Low	Bachelor’s	Hiking, Photography, Cooking	111	High	0.46	Optimistic	194	28	2	308	78	0.56	15	Evening	Ghosted	24	171	65.5	Leo	Muscular	Hookups
Female	Pansexual	Rural	Very High	MBA	Languages, Sneaker Culture, Gardening	262	Extreme User	0.46	Optimistic	186	27	5	436	12	0.12	21	After Midnight	Mutual Match	30	167	75.6	Scorpio	Athletic	Serious Relationship
Non-binary	Pansexual	Urban	Lower-Middle	PhD	Investing, Meditation, Memes	98	High	0.1	Choosy	149	5	4	96	77	0.52	4	Late Night	Instant Match	36	162	53.3	Cancer	Slim	Friends Only
Prefer Not to Say	Bisexual	Small Town	Middle	No Formal Education	Tech, Gardening, Foodie	6	Very Low	0.24	Balanced	170	27	3	246	82	0.2	5	Evening	Catfished	32	162	59.6	Aquarius	Muscular	Exploring
Genderfluid	Straight	Small Town	Upper-Middle	High School	Hiking, Makeup, Movies	59	Moderate	0.42	Optimistic	112	27	3	65	87	0.22	12	After Midnight	Blocked	47	149	63.9	Sagittarius	Muscular	Casual Dating
Prefer Not to Say	Queer	Small Town	Upper-Middle	Diploma	Podcasts, Hiking, Dancing	48	Moderate	0.42	Optimistic	172	0	6	309	11	0.41	18	Afternoon	Mutual Match	33	151	54.7	Scorpio	Athletic	Exploring
Genderfluid	Bisexual	Remote Area	High	MBA	Investing, Foodie, Photography	122	Addicted	0.72	Swipe Maniac	71	19	4	83	63	0.21	6	Afternoon	Catfished	36	176	57.0	Scorpio	Muscular	Networking
Female	Pansexual	Rural	Middle	Bachelor’s	MMA, Tech, Tattoos	139	Addicted	0.36	Balanced	72	27	4	367	91	0.28	19	After Midnight	Date Happened	49	198	77.6	Gemini	Curvy	Serious Relationship
Genderfluid	Straight	Rural	Upper-Middle	High School	Hiking, Startups, Gaming	177	Addicted	0.45	Optimistic	108	11	2	193	29	0.2	13	Afternoon	One-sided Like	26	174	83.6	Leo	Plus Size	Friends Only
Genderfluid	Demisexual	Metro	High	Bachelor’s	Cars, Social Activism, Art	114	High	0.72	Swipe Maniac	107	30	5	435	99	0.2	15	Early Morning	Mutual Match	46	178	67.2	Pisces	Average	Exploring
Transgender	Queer	Urban	Very Low	PhD	Running, Gaming, Reading	261	Extreme User	0.32	Balanced	25	23	1	115	34	0.17	21	Afternoon	Chat Ignored	57	157	51.8	Aquarius	Athletic	Hookups
Transgender	Asexual	Small Town	Upper-Middle	High School	Pets, Fashion, Social Activism	279	Extreme User	0.37	Balanced	121	2	4	232	23	0.19	14	Evening	Catfished	37	198	93.7	Pisces	Curvy	Exploring
Transgender	Demisexual	Metro	Very High	Postdoc	Art, Photography, K-pop	78	High	0.66	Optimistic	63	3	2	192	13	0.41	2	Late Night	Blocked	53	176	84.9	Virgo	Curvy	Exploring
Female	Pansexual	Small Town	Lower-Middle	MBA	Politics, Running, Gaming	20	Low	0.93	Swipe Maniac	69	22	2	360	52	0.51	8	After Midnight	One-sided Like	21	162	63.8	Aries	Slim	Hookups
Genderfluid	Straight	Small Town	Very Low	Master’s	DIY, Memes, Fitness	86	High	0.46	Optimistic	24	3	4	94	13	0.17	6	Morning	Mutual Match	44	180	91.4	Virgo	Curvy	Hookups
Genderfluid	Gay	Small Town	High	No Formal Education	DIY, Gardening, Running	131	Addicted	0.45	Optimistic	96	16	5	483	6	0.42	6	Late Night	Mutual Match	45	162	62.5	Libra	Slim	Serious Relationship
Transgender	Asexual	Metro	Very High	High School	Reading, Politics, Investing	294	Extreme User	0.88	Swipe Maniac	10	10	6	340	39	0.45	23	Early Morning	Chat Ignored	38	195	100.8	Aries	Athletic	Exploring
Female	Demisexual	Metro	Lower-Middle	High School	Running, Art, Motorcycling	185	Extreme User	0.83	Swipe Maniac	82	9	3	263	10	0.27	10	Late Night	Instant Match	37	199	95.0	Sagittarius	Slim	Casual Dating
Transgender	Demisexual	Small Town	Middle	Diploma	Writing, Investing, DIY	215	Extreme User	0.62	Optimistic	174	12	1	376	4	0.05	8	After Midnight	Catfished	43	149	47.1	Capricorn	Plus Size	Friends Only
Transgender	Demisexual	Remote Area	Very Low	Postdoc	Podcasts, Gaming, Politics	76	High	0.33	Balanced	7	5	1	372	6	0.18	12	Afternoon	Catfished	38	153	64.6	Leo	Average	Exploring
Male	Asexual	Small Town	High	PhD	Makeup, Spirituality, Reading	152	Addicted	0.31	Balanced	130	1	0	264	27	0.3	0	Morning	No Action	42	166	67.2	Aries	Muscular	Hookups
Genderfluid	Queer	Metro	Lower-Middle	MBA	Reading, Politics, Anime	292	Extreme User	0.58	Optimistic	132	17	1	104	28	0.33	13	Early Morning	Chat Ignored	38	151	55.2	Pisces	Muscular	Networking
Transgender	Straight	Urban	Middle	High School	Reading, Sneaker Culture, Skating	226	Extreme User	0.51	Optimistic	181	10	6	261	3	0.31	5	After Midnight	One-sided Like	29	153	48.5	Gemini	Muscular	Serious Relationship
Genderfluid	Bisexual	Rural	Low	No Formal Education	Tech, Painting, Hiking	208	Extreme User	0.68	Optimistic	148	25	6	188	11	0.28	6	Early Morning	Catfished	25	182	90.8	Aquarius	Slim	Friends Only
Prefer Not to Say	Gay	Urban	Middle	MBA	Startups, Politics, Movies	58	Moderate	0.58	Optimistic	8	3	0	455	81	0.47	0	Early Morning	Ghosted	21	184	90.1	Taurus	Average	Exploring
Transgender	Queer	Small Town	Upper-Middle	Associate’s	Foodie, Motorcycling, Clubbing	16	Low	0.47	Optimistic	28	21	5	229	55	0.25	22	Morning	One-sided Like	44	192	101.4	Leo	Slim	Hookups
Prefer Not to Say	Queer	Metro	Very Low	Associate’s	Stand-up Comedy, Binge-Watching, K-pop	292	Extreme User	0.74	Swipe Maniac	15	12	0	59	63	0.47	9	Morning	Catfished	38	173	54.2	Scorpio	Athletic	Casual Dating
Male	Demisexual	Suburban	Upper-Middle	Postdoc	Reading, Spirituality, Foodie	47	Moderate	0.15	Choosy	10	5	4	193	16	0.08	11	Afternoon	No Action	29	162	53.0	Virgo	Muscular	Friends Only
Genderfluid	Straight	Small Town	High	PhD	Languages, Dancing, Cooking	162	Addicted	0.23	Balanced	128	16	2	280	2	0.17	3	Afternoon	Mutual Match	48	174	77.5	Cancer	Athletic	Casual Dating
Genderfluid	Straight	Small Town	Upper-Middle	High School	Traveling, K-pop, Astrology	6	Very Low	0.59	Optimistic	57	14	2	152	42	0.22	1	Afternoon	Relationship Formed	54	189	73.6	Capricorn	Slim	Friends Only
Male	Straight	Urban	Lower-Middle	Master’s	K-pop, Foodie, Astrology	44	Moderate	0.92	Swipe Maniac	64	19	0	325	25	0.18	8	Evening	Catfished	35	148	65.5	Virgo	Curvy	Casual Dating
Non-binary	Queer	Metro	Middle	Bachelor’s	Binge-Watching, Politics, Gardening	245	Extreme User	0.45	Optimistic	37	4	3	455	36	0.04	10	Early Morning	Date Happened	21	185	72.2	Gemini	Slim	Friends Only
Transgender	Demisexual	Suburban	Very Low	Bachelor’s	Startups, Fitness, Cooking	172	Addicted	0.37	Balanced	49	3	0	129	13	0.52	4	After Midnight	Blocked	59	180	66.4	Pisces	Average	Networking
Female	Gay	Metro	High	Associate’s	Painting, Podcasts, Tech	203	Extreme User	0.41	Optimistic	160	9	6	429	16	0.35	20	Late Night	Instant Match	47	187	74.1	Cancer	Average	Friends Only
Non-binary	Gay	Rural	Low	No Formal Education	Crafting, Board Games, Fashion	99	High	0.53	Optimistic	184	15	3	122	13	0.14	17	Early Morning	Catfished	53	150	60.5	Aquarius	Slim	Serious Relationship
Female	Bisexual	Remote Area	Low	Postdoc	Reading, Podcasts, Politics	258	Extreme User	0.16	Choosy	174	29	6	155	3	0.03	6	Late Night	Blocked	19	190	99.3	Gemini	Muscular	Networking
Transgender	Pansexual	Suburban	Lower-Middle	High School	Reading, Running, Podcasts	5	Very Low	0.62	Optimistic	188	16	6	346	58	0.39	10	Evening	Date Happened	41	174	54.8	Libra	Plus Size	Friends Only
Transgender	Queer	Rural	Lower-Middle	MBA	Anime, Social Activism, Hiking	196	Extreme User	0.54	Optimistic	0	0	0	1	7	0.33	19	Late Night	Instant Match	40	176	76.2	Virgo	Curvy	Casual Dating
Genderfluid	Asexual	Urban	Upper-Middle	High School	Parenting, Movies, Foodie	103	High	0.71	Swipe Maniac	38	22	1	245	49	0.21	20	After Midnight	Mutual Match	40	157	70.5	Capricorn	Slim	Networking
Female	Pansexual	Small Town	Lower-Middle	PhD	Sneaker Culture, Stand-up Comedy, Crafting	259	Extreme User	0.46	Optimistic	12	12	0	134	58	0.51	5	After Midnight	No Action	48	176	69.7	Pisces	Muscular	Serious Relationship
Non-binary	Queer	Urban	Low	MBA	Gardening, Clubbing, Anime	270	Extreme User	0.8	Swipe Maniac	1	1	5	465	21	0.24	1	Early Morning	Catfished	26	173	78.1	Gemini	Average	Casual Dating
Male	Gay	Rural	Lower-Middle	MBA	DIY, Parenting, Languages	18	Low	0.37	Balanced	124	24	4	232	69	0.11	8	Morning	Instant Match	52	195	101.9	Sagittarius	Muscular	Networking
Non-binary	Bisexual	Small Town	High	MBA	Reading, Binge-Watching, Languages	145	Addicted	0.85	Swipe Maniac	112	29	5	261	5	0.04	9	Early Morning	Instant Match	34	145	52.6	Sagittarius	Plus Size	Exploring
Transgender	Lesbian	Rural	Very High	Master’s	Stand-up Comedy, Meditation, Gardening	154	Addicted	0.55	Optimistic	190	26	0	305	50	0.15	20	Afternoon	Instant Match	34	200	110.4	Aquarius	Slim	Hookups
Female	Queer	Rural	Middle	Associate’s	Startups, Spirituality, Traveling	193	Extreme User	0.45	Optimistic	97	2	0	494	76	0.17	19	Afternoon	Relationship Formed	37	168	57.6	Gemini	Curvy	Casual Dating
Female	Bisexual	Urban	Lower-Middle	Associate’s	Meditation, Languages, Reading	296	Extreme User	0.29	Balanced	50	14	0	245	45	0.31	19	After Midnight	Catfished	42	184	76.9	Gemini	Athletic	Serious Relationship
Prefer Not to Say	Lesbian	Remote Area	Middle	High School	Tattoos, Cooking, Memes	230	Extreme User	0.04	Choosy	198	25	6	301	24	0.28	9	Afternoon	Ghosted	45	167	80.0	Scorpio	Slim	Exploring
Prefer Not to Say	Bisexual	Metro	High	MBA	Cars, Parenting, Sneaker Culture	298	Extreme User	0.5	Optimistic	79	5	1	434	17	0.2	7	Evening	One-sided Like	22	163	58.2	Gemini	Slim	Friends Only
Prefer Not to Say	Queer	Remote Area	Upper-Middle	MBA	Crafting, Podcasts, Reading	128	Addicted	0.31	Balanced	20	18	2	145	55	0.36	13	Afternoon	No Action	31	196	98.0	Cancer	Average	Networking
Non-binary	Bisexual	Remote Area	Middle	No Formal Education	Social Activism, Gardening, Cars	85	High	0.23	Balanced	34	3	4	179	5	0.36	18	Morning	Ghosted	44	191	73.0	Aquarius	Curvy	Exploring
Male	Demisexual	Rural	Middle	PhD	Music, Social Activism, Anime	254	Extreme User	0.47	Optimistic	62	25	3	415	51	0.15	2	Afternoon	Catfished	44	194	83.6	Gemini	Average	Serious Relationship
Genderfluid	Gay	Suburban	Upper-Middle	High School	Skating, Startups, Meditation	296	Extreme User	0.5	Optimistic	140	18	0	434	86	0.14	16	Late Night	Blocked	47	184	92.4	Gemini	Curvy	Hookups
Prefer Not to Say	Straight	Metro	High	PhD	Parenting, Podcasts, Board Games	226	Extreme User	0.88	Swipe Maniac	45	15	0	470	52	0.51	5	Early Morning	Catfished	22	195	95.8	Capricorn	Athletic	Networking
Genderfluid	Queer	Remote Area	High	High School	DIY, Cooking, Dancing	65	High	0.7	Swipe Maniac	11	1	2	366	40	0.47	20	After Midnight	Mutual Match	43	151	60.9	Gemini	Average	Networking
Non-binary	Gay	Remote Area	Lower-Middle	Diploma	Traveling, Motorcycling, Painting	289	Extreme User	0.55	Optimistic	173	4	0	138	10	0.51	11	Afternoon	Relationship Formed	25	165	53.9	Taurus	Curvy	Casual Dating
Non-binary	Gay	Rural	Low	High School	MMA, Clubbing, Art	247	Extreme User	0.55	Optimistic	2	2	2	440	72	0.18	21	Early Morning	Relationship Formed	50	188	100.4	Sagittarius	Average	Networking
Prefer Not to Say	Asexual	Metro	Lower-Middle	High School	Running, Writing, Music	146	Addicted	0.21	Balanced	110	11	6	275	35	0.18	14	Afternoon	One-sided Like	24	146	56.9	Gemini	Athletic	Hookups
Non-binary	Lesbian	Suburban	Very Low	Diploma	Movies, Pets, K-pop	293	Extreme User	0.32	Balanced	146	21	0	409	61	0.18	22	Afternoon	Chat Ignored	33	197	82.3	Aries	Athletic	Serious Relationship
Male	Demisexual	Suburban	Middle	Master’s	Motorcycling, Clubbing, Skating	36	Moderate	1.0	Swipe Maniac	39	30	6	85	76	0.74	1	After Midnight	Date Happened	58	175	62.8	Scorpio	Plus Size	Serious Relationship
Prefer Not to Say	Straight	Urban	Low	Postdoc	Writing, Astrology, Podcasts	257	Extreme User	0.81	Swipe Maniac	34	26	1	86	29	0.8	16	Afternoon	One-sided Like	46	176	62.3	Aries	Slim	Friends Only
Transgender	Straight	Urban	Upper-Middle	No Formal Education	Fitness, Traveling, Motorcycling	243	Extreme User	0.58	Optimistic	23	23	3	484	49	0.13	13	Evening	No Action	51	147	40.6	Capricorn	Curvy	Friends Only
Male	Demisexual	Suburban	Lower-Middle	Diploma	Tech, Dancing, Podcasts	230	Extreme User	0.72	Swipe Maniac	133	3	0	479	74	0.34	23	Afternoon	Instant Match	24	185	102.3	Gemini	Slim	Serious Relationship
Non-binary	Pansexual	Small Town	Upper-Middle	No Formal Education	Painting, MMA, Skating	117	High	0.47	Optimistic	191	12	0	92	80	0.35	13	Early Morning	Ghosted	56	185	98.9	Aries	Athletic	Hookups
Prefer Not to Say	Demisexual	Suburban	Upper-Middle	Postdoc	Fashion, Cars, Gaming	133	Addicted	0.23	Balanced	182	19	1	198	60	0.24	14	Evening	Chat Ignored	24	147	47.5	Aquarius	Plus Size	Friends Only
Female	Asexual	Metro	Very High	Diploma	Board Games, Yoga, Poetry	24	Low	0.5	Optimistic	95	13	0	139	15	0.11	17	Late Night	Ghosted	25	162	54.1	Virgo	Curvy	Serious Relationship
Female	Pansexual	Urban	High	High School	Reading, Meditation, Podcasts	209	Extreme User	0.7	Swipe Maniac	182	28	1	290	88	0.2	22	Late Night	Ghosted	58	150	63.7	Capricorn	Athletic	Networking
Genderfluid	Pansexual	Suburban	Lower-Middle	No Formal Education	Stand-up Comedy, Skating, Poetry	119	High	0.63	Optimistic	154	14	6	447	82	0.13	3	Late Night	One-sided Like	57	156	55.5	Capricorn	Plus Size	Casual Dating

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