Datasets:

SpiceeChat
/

Dating-App-Behavior-Dataset

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	Gay	Urban	High	Bachelor’s	Fitness, Politics, Traveling	52	Moderate	0.6	Optimistic	173	23	4	44	75	0.36	13	Early Morning	Mutual Match	56	149	40.6	Taurus	Curvy	Friends Only
Male	Bisexual	Suburban	Upper-Middle	No Formal Education	Languages, Fashion, Parenting	279	Extreme User	0.56	Optimistic	107	7	3	301	35	0.42	0	Morning	Chat Ignored	40	155	69.7	Leo	Plus Size	Hookups
Non-binary	Pansexual	Suburban	Low	Master’s	Movies, Reading, DIY	49	Moderate	0.41	Optimistic	91	27	2	309	33	0.41	1	After Midnight	Date Happened	30	185	96.9	Sagittarius	Curvy	Serious Relationship
Genderfluid	Gay	Metro	Very Low	Postdoc	Coding, Podcasts, History	185	Extreme User	0.32	Balanced	147	6	5	35	5	0.07	21	Morning	No Action	57	154	49.3	Taurus	Slim	Exploring
Male	Bisexual	Urban	Middle	Bachelor’s	Clubbing, Podcasts, Cars	83	High	0.32	Balanced	94	11	1	343	34	0.11	22	After Midnight	One-sided Like	24	149	40.0	Libra	Slim	Casual Dating
Genderfluid	Lesbian	Small Town	High	Associate’s	Anime, Clubbing, DIY	138	Addicted	0.62	Optimistic	163	22	4	112	87	0.18	10	Early Morning	Blocked	39	167	53.3	Virgo	Curvy	Exploring
Male	Asexual	Metro	Lower-Middle	High School	Tech, Makeup, Parenting	161	Addicted	0.38	Balanced	54	20	3	202	82	0.32	14	Morning	No Action	44	168	81.3	Capricorn	Slim	Serious Relationship
Female	Bisexual	Remote Area	Upper-Middle	Postdoc	Spirituality, Sneaker Culture, Meditation	219	Extreme User	0.47	Optimistic	149	12	2	112	17	0.54	16	Evening	One-sided Like	59	159	67.8	Capricorn	Muscular	Hookups
Male	Gay	Suburban	High	Diploma	MMA, Board Games, Startups	32	Moderate	0.23	Balanced	98	12	4	239	67	0.27	8	Late Night	Mutual Match	26	160	65.0	Taurus	Plus Size	Exploring
Prefer Not to Say	Gay	Remote Area	Upper-Middle	Bachelor’s	Social Activism, Astrology, Photography	150	Addicted	0.68	Optimistic	111	5	3	1	92	0.27	23	Afternoon	Relationship Formed	24	151	55.6	Gemini	Athletic	Friends Only
Female	Gay	Remote Area	Lower-Middle	Postdoc	Startups, Fashion, Yoga	191	Extreme User	0.41	Optimistic	195	5	4	488	99	0.57	16	Early Morning	Catfished	46	194	79.4	Gemini	Slim	Casual Dating
Non-binary	Queer	Urban	Very Low	Master’s	Memes, Fitness, Gaming	123	Addicted	0.53	Optimistic	145	30	0	43	93	0.13	15	Early Morning	Relationship Formed	46	162	74.0	Cancer	Plus Size	Serious Relationship
Female	Lesbian	Remote Area	Middle	Postdoc	Anime, Spirituality, Stand-up Comedy	216	Extreme User	0.71	Swipe Maniac	54	29	4	386	93	0.43	22	Morning	No Action	26	176	76.8	Taurus	Athletic	Serious Relationship
Transgender	Asexual	Metro	Upper-Middle	PhD	Photography, Fitness, Politics	32	Moderate	0.38	Balanced	86	0	4	283	29	0.23	18	Morning	Mutual Match	21	158	62.7	Taurus	Curvy	Friends Only
Male	Straight	Suburban	Very Low	No Formal Education	Astrology, Cooking, Investing	121	Addicted	0.28	Balanced	71	21	3	109	69	0.08	4	After Midnight	Catfished	44	150	56.7	Virgo	Athletic	Serious Relationship
Genderfluid	Queer	Suburban	Very High	PhD	Poetry, Fashion, Movies	49	Moderate	0.56	Optimistic	168	13	2	216	52	0.39	14	After Midnight	Mutual Match	32	163	47.8	Cancer	Average	Casual Dating
Prefer Not to Say	Gay	Urban	Middle	Master’s	Movies, Fitness, Fashion	97	High	0.49	Optimistic	137	14	1	216	23	0.54	8	Evening	Blocked	20	145	54.2	Cancer	Athletic	Networking
Male	Queer	Small Town	Very Low	No Formal Education	Social Activism, Painting, Hiking	47	Moderate	0.49	Optimistic	192	27	1	85	52	0.31	15	Evening	Blocked	43	147	45.6	Scorpio	Plus Size	Networking
Transgender	Straight	Suburban	Middle	No Formal Education	DIY, Spirituality, Clubbing	146	Addicted	0.46	Optimistic	108	22	5	401	71	0.41	21	After Midnight	Date Happened	56	182	87.8	Capricorn	Slim	Friends Only
Female	Bisexual	Rural	Low	No Formal Education	Meditation, Sneaker Culture, Painting	31	Moderate	0.65	Optimistic	191	10	0	25	74	0.18	15	Late Night	Relationship Formed	19	197	104.8	Libra	Muscular	Friends Only
Female	Straight	Small Town	Very Low	Diploma	Cooking, Startups, MMA	120	Addicted	0.68	Optimistic	103	3	4	126	74	0.2	19	Early Morning	Catfished	18	200	105.2	Capricorn	Slim	Friends Only
Male	Demisexual	Remote Area	Upper-Middle	Postdoc	Foodie, Spirituality, Tech	160	Addicted	0.54	Optimistic	61	8	3	67	85	0.19	20	Afternoon	Date Happened	44	160	50.7	Aquarius	Muscular	Networking
Non-binary	Gay	Urban	Middle	High School	Cooking, Painting, Tech	259	Extreme User	0.56	Optimistic	67	4	2	451	8	0.68	7	Afternoon	No Action	41	189	71.8	Libra	Curvy	Hookups
Female	Queer	Small Town	High	Bachelor’s	History, Social Activism, Stand-up Comedy	4	Barely	0.57	Optimistic	170	26	4	153	84	0.29	3	Morning	No Action	22	168	53.6	Cancer	Muscular	Networking
Male	Gay	Remote Area	Upper-Middle	Diploma	Art, Coding, Startups	107	High	0.88	Swipe Maniac	183	10	1	351	81	0.29	8	Late Night	Date Happened	25	151	61.3	Taurus	Muscular	Networking
Non-binary	Straight	Urban	High	MBA	Art, Dancing, Hiking	170	Addicted	0.17	Choosy	197	4	5	134	20	0.12	23	Evening	Relationship Formed	58	195	89.7	Aquarius	Slim	Casual Dating
Prefer Not to Say	Demisexual	Small Town	Very Low	High School	Cooking, Motorcycling, Yoga	279	Extreme User	0.46	Optimistic	9	5	4	282	18	0.28	13	Morning	Mutual Match	44	193	103.2	Capricorn	Athletic	Hookups
Non-binary	Asexual	Urban	Lower-Middle	Associate’s	MMA, Fitness, K-pop	52	Moderate	0.5	Optimistic	90	24	4	452	52	0.36	19	After Midnight	Ghosted	31	183	92.1	Cancer	Plus Size	Exploring
Female	Lesbian	Suburban	Middle	No Formal Education	Pets, Sneaker Culture, Astrology	210	Extreme User	0.78	Swipe Maniac	171	27	5	415	31	0.13	8	Morning	One-sided Like	25	148	44.7	Aquarius	Plus Size	Hookups
Transgender	Straight	Metro	Low	Associate’s	Clubbing, Writing, Memes	116	High	0.52	Optimistic	57	0	5	98	51	0.16	10	Afternoon	One-sided Like	26	179	83.0	Sagittarius	Athletic	Networking
Non-binary	Asexual	Remote Area	Upper-Middle	MBA	MMA, Painting, Astrology	14	Very Low	0.19	Choosy	29	28	2	91	74	0.23	8	Early Morning	One-sided Like	38	171	65.8	Virgo	Plus Size	Friends Only
Genderfluid	Demisexual	Rural	High	Master’s	Board Games, Startups, Investing	59	Moderate	0.32	Balanced	98	28	4	97	32	0.17	1	After Midnight	Chat Ignored	53	182	93.4	Scorpio	Slim	Serious Relationship
Male	Bisexual	Rural	Middle	High School	K-pop, Astrology, History	160	Addicted	0.66	Optimistic	169	27	0	368	38	0.06	16	Afternoon	Chat Ignored	53	167	73.3	Gemini	Average	Hookups
Non-binary	Demisexual	Remote Area	Lower-Middle	Postdoc	Traveling, Fashion, Poetry	194	Extreme User	1.0	Swipe Maniac	173	23	1	315	72	0.24	9	Evening	Relationship Formed	57	186	76.8	Scorpio	Average	Serious Relationship
Male	Pansexual	Rural	Low	MBA	Meditation, Startups, Social Activism	164	Addicted	0.6	Optimistic	119	14	3	345	27	0.25	16	Evening	Ghosted	30	169	67.4	Pisces	Curvy	Friends Only
Prefer Not to Say	Gay	Rural	Upper-Middle	Master’s	Reading, Crafting, Fitness	158	Addicted	0.74	Swipe Maniac	57	25	1	75	3	0.39	1	Morning	Date Happened	24	171	69.3	Virgo	Plus Size	Friends Only
Genderfluid	Gay	Metro	Middle	Associate’s	Parenting, Motorcycling, DIY	253	Extreme User	0.87	Swipe Maniac	102	7	1	335	88	0.27	0	Early Morning	Chat Ignored	36	200	84.4	Pisces	Muscular	Friends Only
Female	Lesbian	Remote Area	Upper-Middle	PhD	Gaming, Languages, Fitness	62	High	0.31	Balanced	116	4	6	237	85	0.54	16	Late Night	Catfished	25	194	109.1	Taurus	Muscular	Casual Dating
Non-binary	Queer	Small Town	Very High	Postdoc	Board Games, Languages, Running	81	High	0.66	Optimistic	190	27	3	230	33	0.71	7	After Midnight	No Action	48	187	77.3	Cancer	Muscular	Hookups
Genderfluid	Queer	Remote Area	Low	Bachelor’s	Running, Cooking, Parenting	146	Addicted	0.35	Balanced	60	8	2	163	69	0.22	2	Morning	Ghosted	28	200	94.8	Sagittarius	Athletic	Friends Only
Female	Demisexual	Remote Area	Low	Associate’s	Cooking, Poetry, Astrology	277	Extreme User	0.5	Optimistic	119	13	0	105	53	0.66	12	Late Night	Mutual Match	32	156	63.0	Pisces	Curvy	Serious Relationship
Genderfluid	Demisexual	Metro	Very Low	Master’s	Memes, Crafting, DIY	214	Extreme User	0.49	Optimistic	137	23	5	279	77	0.1	7	Evening	Blocked	58	179	85.5	Taurus	Curvy	Exploring
Non-binary	Demisexual	Metro	Very Low	MBA	Astrology, K-pop, MMA	207	Extreme User	0.46	Optimistic	185	5	6	239	16	0.39	19	Late Night	Mutual Match	45	161	66.4	Aries	Slim	Hookups
Transgender	Straight	Urban	High	MBA	Traveling, Clubbing, Pets	25	Low	0.65	Optimistic	66	12	2	108	58	0.27	10	Afternoon	Chat Ignored	36	199	74.4	Leo	Plus Size	Serious Relationship
Non-binary	Demisexual	Rural	Very High	High School	Skating, Music, Sneaker Culture	276	Extreme User	0.54	Optimistic	13	5	1	332	8	0.08	20	Early Morning	Mutual Match	56	180	65.4	Capricorn	Plus Size	Casual Dating
Female	Bisexual	Urban	Upper-Middle	Diploma	Fitness, Traveling, Skating	58	Moderate	0.85	Swipe Maniac	144	30	1	238	89	0.4	8	Afternoon	Ghosted	51	198	88.2	Pisces	Curvy	Friends Only
Genderfluid	Gay	Suburban	Lower-Middle	High School	Meditation, Music, Memes	294	Extreme User	0.72	Swipe Maniac	173	29	3	203	91	0.33	6	Early Morning	Catfished	53	199	72.5	Scorpio	Average	Friends Only
Prefer Not to Say	Bisexual	Urban	High	Bachelor’s	MMA, Startups, Photography	289	Extreme User	0.38	Balanced	200	1	2	272	54	0.11	21	Afternoon	One-sided Like	44	184	73.5	Virgo	Average	Casual Dating
Genderfluid	Asexual	Urban	Very High	MBA	Gardening, Movies, Board Games	185	Extreme User	0.69	Optimistic	162	28	6	235	90	0.51	4	Evening	Ghosted	41	152	49.0	Sagittarius	Muscular	Serious Relationship
Prefer Not to Say	Pansexual	Small Town	Very High	Postdoc	Skating, Clubbing, Board Games	137	Addicted	0.2	Balanced	82	27	1	425	11	0.19	8	Evening	Blocked	52	151	51.1	Cancer	Plus Size	Serious Relationship
Transgender	Demisexual	Rural	Very Low	PhD	Foodie, Pets, Gardening	108	High	0.64	Optimistic	90	25	2	174	35	0.1	19	After Midnight	No Action	27	160	72.2	Scorpio	Average	Networking
Genderfluid	Straight	Small Town	Low	High School	Fitness, Tattoos, Poetry	250	Extreme User	0.43	Optimistic	142	24	1	353	60	0.13	20	After Midnight	Date Happened	29	146	57.3	Taurus	Curvy	Exploring
Transgender	Straight	Urban	Lower-Middle	Associate’s	Binge-Watching, Motorcycling, Fitness	156	Addicted	0.51	Optimistic	169	18	2	242	70	0.1	16	Afternoon	Chat Ignored	37	194	111.8	Cancer	Plus Size	Networking
Prefer Not to Say	Asexual	Rural	High	PhD	Art, Memes, Spirituality	118	High	0.67	Optimistic	30	23	1	161	15	0.03	23	Late Night	Ghosted	42	186	65.0	Pisces	Slim	Friends Only
Female	Bisexual	Remote Area	Middle	Bachelor’s	Tattoos, Meditation, Crafting	268	Extreme User	0.34	Balanced	152	9	0	426	24	0.32	9	Morning	Instant Match	45	194	91.5	Virgo	Plus Size	Casual Dating
Female	Pansexual	Urban	High	Postdoc	Traveling, Art, Dancing	27	Low	0.83	Swipe Maniac	141	9	5	483	16	0.25	20	Evening	One-sided Like	40	163	62.2	Cancer	Slim	Serious Relationship
Male	Pansexual	Metro	Middle	PhD	Astrology, Pets, Gaming	129	Addicted	0.25	Balanced	122	3	6	33	51	0.36	15	Early Morning	Catfished	48	190	107.6	Aries	Plus Size	Hookups
Prefer Not to Say	Straight	Suburban	Low	Bachelor’s	Reading, Fitness, Photography	285	Extreme User	0.83	Swipe Maniac	195	13	4	305	79	0.09	7	Late Night	Chat Ignored	32	174	61.2	Leo	Athletic	Exploring
Transgender	Queer	Rural	Very High	MBA	Memes, Makeup, History	30	Moderate	0.59	Optimistic	156	30	5	50	97	0.38	6	After Midnight	Blocked	46	172	66.0	Cancer	Curvy	Friends Only
Non-binary	Gay	Suburban	Low	Diploma	Languages, Cooking, Anime	1	Barely	0.31	Balanced	104	14	5	304	60	0.36	9	Early Morning	Blocked	41	163	69.9	Sagittarius	Plus Size	Casual Dating
Non-binary	Pansexual	Remote Area	Very High	PhD	Cooking, MMA, Politics	135	Addicted	0.41	Optimistic	160	18	5	411	25	0.28	13	Early Morning	Relationship Formed	30	181	77.0	Leo	Plus Size	Hookups
Female	Lesbian	Rural	Very High	Diploma	Cooking, Gaming, Anime	157	Addicted	0.97	Swipe Maniac	152	23	6	291	36	0.11	14	Early Morning	Date Happened	54	186	90.3	Aquarius	Athletic	Casual Dating
Prefer Not to Say	Pansexual	Remote Area	Middle	Bachelor’s	Investing, Painting, Gardening	224	Extreme User	0.51	Optimistic	20	19	0	455	55	0.42	23	Afternoon	Catfished	52	200	85.2	Taurus	Curvy	Exploring
Non-binary	Straight	Urban	Low	No Formal Education	Crafting, MMA, Art	295	Extreme User	0.76	Swipe Maniac	10	2	3	265	83	0.04	14	Afternoon	Ghosted	34	165	59.9	Cancer	Athletic	Hookups
Genderfluid	Demisexual	Remote Area	Very High	PhD	Reading, Skating, Writing	209	Extreme User	0.38	Balanced	85	10	5	53	20	0.45	10	Evening	Date Happened	25	171	86.0	Aquarius	Muscular	Networking
Non-binary	Demisexual	Small Town	Very Low	PhD	Reading, Foodie, Spirituality	165	Addicted	0.38	Balanced	29	24	3	442	65	0.15	0	After Midnight	Relationship Formed	52	147	57.5	Leo	Plus Size	Friends Only
Transgender	Demisexual	Urban	Low	Postdoc	Cars, History, Crafting	255	Extreme User	0.56	Optimistic	160	14	6	26	26	0.13	8	Late Night	Ghosted	29	163	65.9	Gemini	Curvy	Serious Relationship
Non-binary	Queer	Remote Area	Middle	High School	Music, Podcasts, Startups	122	Addicted	0.14	Choosy	181	5	2	282	1	0.08	17	Evening	One-sided Like	54	172	76.6	Virgo	Slim	Networking
Female	Gay	Metro	Very Low	Diploma	Gardening, Parenting, Coding	260	Extreme User	0.46	Optimistic	180	8	3	427	61	0.55	15	Morning	Date Happened	38	181	88.1	Sagittarius	Athletic	Friends Only
Genderfluid	Lesbian	Metro	Low	Postdoc	Sneaker Culture, Traveling, Cooking	141	Addicted	0.5	Optimistic	197	25	6	212	43	0.34	16	Afternoon	Mutual Match	59	177	87.1	Scorpio	Plus Size	Networking
Non-binary	Pansexual	Small Town	Upper-Middle	PhD	Yoga, Running, Painting	247	Extreme User	0.44	Optimistic	88	10	4	390	69	0.28	12	Evening	Instant Match	33	149	59.7	Capricorn	Athletic	Friends Only
Female	Bisexual	Small Town	Middle	Associate’s	Poetry, Dancing, Foodie	242	Extreme User	0.88	Swipe Maniac	180	29	6	195	49	0.55	21	After Midnight	Ghosted	40	185	80.4	Gemini	Average	Serious Relationship
Transgender	Straight	Suburban	Upper-Middle	Master’s	Movies, Running, Stand-up Comedy	233	Extreme User	0.26	Balanced	3	1	3	445	83	0.31	4	Early Morning	Date Happened	44	167	77.3	Pisces	Athletic	Hookups
Non-binary	Asexual	Small Town	High	MBA	Social Activism, Reading, Astrology	273	Extreme User	0.36	Balanced	97	30	2	320	91	0.19	15	Late Night	Mutual Match	46	170	60.4	Pisces	Curvy	Casual Dating
Genderfluid	Gay	Suburban	High	Bachelor’s	Politics, Sneaker Culture, Reading	222	Extreme User	0.47	Optimistic	25	24	5	360	12	0.24	14	Morning	No Action	23	171	71.3	Pisces	Muscular	Casual Dating
Male	Straight	Rural	Very High	No Formal Education	Coding, Writing, Cars	220	Extreme User	0.41	Optimistic	37	7	4	210	72	0.34	21	Morning	Ghosted	33	173	80.5	Libra	Athletic	Exploring
Female	Gay	Small Town	Very High	MBA	History, MMA, Fitness	254	Extreme User	0.55	Optimistic	149	4	1	236	81	0.5	8	Evening	No Action	23	178	66.2	Leo	Curvy	Hookups
Prefer Not to Say	Straight	Metro	Lower-Middle	Postdoc	Anime, Cooking, Running	176	Addicted	0.37	Balanced	150	9	5	492	54	0.43	22	Afternoon	Date Happened	41	181	61.3	Scorpio	Muscular	Friends Only
Non-binary	Bisexual	Metro	Very High	PhD	Movies, Fitness, DIY	292	Extreme User	0.8	Swipe Maniac	91	18	2	358	37	0.22	0	After Midnight	Chat Ignored	32	193	71.9	Capricorn	Slim	Friends Only
Non-binary	Straight	Small Town	Very High	No Formal Education	Startups, Sneaker Culture, Gardening	146	Addicted	0.75	Swipe Maniac	198	25	1	310	45	0.39	7	After Midnight	Blocked	39	166	68.6	Sagittarius	Slim	Exploring
Genderfluid	Pansexual	Remote Area	Very High	Diploma	Podcasts, Movies, Social Activism	20	Low	0.58	Optimistic	79	25	3	17	74	0.18	11	After Midnight	Ghosted	25	184	96.8	Capricorn	Average	Exploring
Male	Pansexual	Rural	High	MBA	Pets, Fashion, Traveling	276	Extreme User	0.51	Optimistic	93	16	4	467	34	0.4	5	Afternoon	Date Happened	21	174	89.9	Gemini	Athletic	Friends Only
Non-binary	Asexual	Urban	Middle	High School	Yoga, Crafting, Politics	203	Extreme User	0.35	Balanced	142	11	0	404	50	0.54	0	Afternoon	Relationship Formed	18	145	56.6	Leo	Athletic	Serious Relationship
Male	Queer	Rural	High	Bachelor’s	Meditation, DIY, Podcasts	190	Extreme User	0.74	Swipe Maniac	27	21	1	241	3	0.32	19	Late Night	Instant Match	29	152	64.9	Scorpio	Athletic	Casual Dating
Genderfluid	Bisexual	Remote Area	Very Low	PhD	Motorcycling, Memes, Social Activism	209	Extreme User	0.34	Balanced	29	4	0	484	4	0.39	9	Evening	One-sided Like	41	185	69.8	Sagittarius	Average	Casual Dating
Male	Bisexual	Small Town	Low	MBA	Clubbing, Cars, K-pop	276	Extreme User	0.12	Choosy	107	18	5	372	19	0.42	13	After Midnight	One-sided Like	18	153	49.2	Capricorn	Average	Serious Relationship
Transgender	Demisexual	Rural	Very Low	Master’s	Tech, Running, Fitness	185	Extreme User	0.6	Optimistic	25	21	2	278	82	0.25	11	Early Morning	Chat Ignored	36	175	69.5	Gemini	Athletic	Exploring
Non-binary	Bisexual	Urban	Very High	PhD	Reading, K-pop, Tech	10	Very Low	0.49	Optimistic	12	12	2	124	16	0.42	18	Morning	One-sided Like	21	195	97.0	Aries	Athletic	Networking
Genderfluid	Bisexual	Small Town	Low	Associate’s	Astrology, Yoga, Startups	1	Barely	0.77	Swipe Maniac	70	27	1	66	69	0.28	8	Morning	One-sided Like	54	152	69.3	Pisces	Athletic	Serious Relationship
Prefer Not to Say	Straight	Suburban	Very Low	Master’s	Fitness, Meditation, Foodie	8	Very Low	0.48	Optimistic	44	8	0	64	94	0.25	13	Late Night	One-sided Like	26	150	65.7	Libra	Curvy	Casual Dating
Prefer Not to Say	Gay	Metro	Middle	Master’s	Investing, Meditation, Movies	231	Extreme User	0.51	Optimistic	128	7	4	22	93	0.39	21	Late Night	No Action	18	173	60.2	Virgo	Slim	Networking
Transgender	Straight	Urban	Middle	MBA	Board Games, MMA, Movies	251	Extreme User	0.23	Balanced	182	29	3	37	10	0.54	10	Late Night	Ghosted	55	177	58.3	Scorpio	Muscular	Casual Dating
Male	Lesbian	Rural	Upper-Middle	Postdoc	Parenting, Foodie, DIY	271	Extreme User	0.76	Swipe Maniac	75	14	4	309	55	0.16	3	After Midnight	One-sided Like	50	200	105.2	Capricorn	Plus Size	Hookups
Prefer Not to Say	Bisexual	Metro	Middle	Associate’s	Poetry, Astrology, Clubbing	204	Extreme User	0.53	Optimistic	106	23	0	160	54	0.47	10	After Midnight	No Action	40	182	60.3	Aries	Athletic	Friends Only
Non-binary	Lesbian	Remote Area	Middle	High School	Reading, Board Games, Movies	190	Extreme User	0.69	Optimistic	33	17	0	300	71	0.39	17	Afternoon	One-sided Like	43	159	56.9	Leo	Plus Size	Casual Dating
Transgender	Asexual	Remote Area	Very High	MBA	Tattoos, Gaming, Coding	159	Addicted	0.15	Choosy	90	3	4	259	27	0.51	4	After Midnight	Date Happened	49	193	79.3	Virgo	Average	Casual Dating
Female	Gay	Rural	Very High	Postdoc	Cars, Photography, Crafting	142	Addicted	0.64	Optimistic	146	7	6	219	71	0.12	19	Late Night	Relationship Formed	48	175	85.4	Aries	Curvy	Exploring
Male	Pansexual	Urban	Low	Bachelor’s	Motorcycling, Crafting, Memes	173	Addicted	0.5	Optimistic	89	0	1	445	18	0.34	18	After Midnight	Chat Ignored	58	151	51.8	Libra	Plus Size	Hookups
Male	Lesbian	Remote Area	High	No Formal Education	Reading, Sneaker Culture, Stand-up Comedy	110	High	0.49	Optimistic	96	13	3	174	20	0.62	11	Afternoon	Instant Match	44	173	83.2	Aquarius	Average	Casual Dating
Genderfluid	Gay	Urban	Low	Diploma	Crafting, History, Gaming	41	Moderate	0.28	Balanced	69	14	5	217	62	0.34	19	Evening	Chat Ignored	52	178	93.8	Cancer	Average	Networking

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