Datasets:

Dumoura
/

amv_genre_multimodal_dataset

amv_genre stringclasses 2 values	video_id stringlengths 11 11	hue_mean float64 1.87 235	hue_median float64 0 279	hue_std_dev float64 21.1 152	hue_dominant_frequency float64 -0 0	saturation_mean float64 0.86 67.6	saturation_median float64 0 81.5	saturation_std_dev float64 6.08 41	saturation_dominant_frequency float64 -0 0	brightness_mean float64 12.3 90.3	brightness_median float64 0.37 97.5	brightness_std_dev float64 16.7 40.8	brightness_dominant_frequency float64 -0 0	duration int64 52 558	view_count int64 106 65.5k	like_count float64 2 2.13k	mean_sc float64 0 3.54k ⌀	max_sc float64 0 10.5k ⌀	mean_zcr float64 0 0.19 ⌀	max_zcr float64 0 0.91 ⌀	mean_rms float64 0 0.5 ⌀	max_rms float64 0 0.9 ⌀	audio_fft stringlengths 23 96 ⌀	avg_magnitude float64 0 577 ⌀	scene_cuts_fft stringlengths 6 207	avg_scene_cuts_magnitude float64 35.5 172
drama	6YJlsoa6Bmo	125.490487	121.227536	107.008728	0	20.975841	13.263216	22.632261	0	43.12973	34.547911	33.954073	0	222	439	14	1,736.718483	9,381.255946	0.079498	0.410156	0.145948	0.317748	[ 79.47332658 17.55511104 106.55013811 ... 49.81768517 106.55013811 17.55511104]	138.985073	[309.0, 12.041594578792296, 3.0, 12.041594578792296]	77.25
action	1Z314L0qleM	124.842862	55.339079	118.842893	0	38.192514	33.526687	28.531662	0	49.543653	45.137584	33.343521	0	188	434	26	3,249.641583	6,958.624026	0.186685	0.65332	0.371948	0.838421	[ 32.49916982 204.00866217 325.85540616 ... 409.45411981 325.85540616 204.00866217]	368.692953	[278.0, 10.0, 10.0, 10.0]	69.5
drama	JTJWafO9EbI	162.529687	191.72059	114.304751	0	28.456769	23.306123	25.496489	0	35.481596	26.925777	30.338816	-0	339	491	18	2,220.729717	6,964.418515	0.098717	0.686523	0.132028	0.328974	[ 83.34344445 168.6478365 130.01987335 ... 236.35976781 130.01987335 168.6478365 ]	182.06772	[478.0, 14.482079623556396, 10.121592406825867, 5.368681116164114, 5.368681116164114, 10.121592406825867, 14.482079623556396]	68.285714
drama	OVQ8MHimNck	90.206903	45.241555	99.84422	-0	26.398545	21.660643	22.885356	0	42.121929	34.982477	30.665958	-0	268	3,147	44	2,264.02577	5,238.500821	0.102275	0.413086	0.223377	0.444399	[ 76.69348329 85.01363672 64.69675976 ... 103.07115245 64.69675976 85.01363672]	276.533062	[320.0, 12.617190475894201, 7.797852556634074, 7.797852556634074, 12.617190475894201]	64
action	EiekcnnTAgo	108.472146	42.756139	115.871934	-0	39.254577	33.02726	30.552075	-0	50.633875	48.921036	31.235918	0	403	11,762	177	2,115.412155	10,454.76055	0.100343	0.634766	0.254407	0.897137	[ 846.14678068 1116.43789038 1015.30935564 ... 1198.73038119 1015.30935564 1116.43789038]	394.538847	[598.0, 33.534587256963874, 27.202941017470888, 31.803010195657208, 22.0, 31.803010195657208, 27.202941017470888, 33.534587256963874]	74.75
action	A4IxzCC5zKo	106.100539	43.714159	109.108052	-0	31.175756	27.173913	25.08167	0	53.286889	56.176569	30.541893	0	227	980	36	2,757.510352	10,461.47739	0.148006	0.571289	0.308517	0.663363	[429.03032494 500.84229679 430.46553467 ... 434.4568556 430.46553467 500.84229679]	413.235189	[353.0, 13.1201283307365, 7.4741041326038165, 7.4741041326038165, 13.1201283307365]	70.6
drama	XvdqWRWePmQ	98.289809	28.903109	113.342751	0	17.547233	5.538173	24.360671	0	32.416207	21.990189	32.382798	0	200	130	3	2,336.127697	6,126.604152	0.141003	0.576172	0.084929	0.403645	[141.56368365 57.76414787 27.40197989 ... 75.60375481 27.40197989 57.76414787]	120.177009	[264.0, 16.492422502470642, 16.0, 16.492422502470642]	66
drama	3BvNPpOHxYo	171.67509	210	129.987405	-0	23.203024	11.696038	28.051524	-0	55.8778	61.891985	35.457848	-0	119	170	7	2,446.678294	10,281.665797	0.125984	0.689453	0.185485	0.460969	[168.05144037 89.31793448 51.26266679 ... 71.89350939 51.26266679 89.31793448]	176.165707	[143.0, 1.0]	71.5
action	LQxjVx0o8mw	133.82186	138.792662	101.165794	0	29.862202	25.90204	23.82776	0	31.25184	21.614554	27.494634	0	192	1,299	28	2,465.475096	6,006.73968	0.125339	0.519531	0.503484	0.733242	[ 53.78604689 387.73581045 231.68453963 ... 192.8718857 231.68453963 387.73581045]	555.169803	[272.0, 10.0, 4.0, 10.0]	68
action	yJYx-6gF9qI	110.959512	55.555445	109.663202	0	24.889836	15.35303	27.167322	0	29.645532	20.546409	27.652152	0	235	408	9	3,158.912742	10,040.419712	0.171103	0.650391	0.189895	0.426976	[159.03795339 10.26329097 30.33116897 ... 115.89809015 30.33116897 10.26329097]	219.259783	[351.0, 4.61803398874989, 2.3819660112501055, 2.3819660112501055, 4.61803398874989]	70.2
action	ZkAK9vJxTvQ	97.877651	35.68354	120.23728	0	32.457208	20.514184	34.465683	0	35.653427	28.625989	32.415911	0	257	645	20	2,651.722936	4,837.246689	0.132777	0.397461	0.291717	0.671333	[ 75.42638823 62.32980423 123.03378163 ... 195.76448946 123.03378163 62.32980423]	366.065444	[447.0, 1.618033988749886, 0.6180339887498834, 0.6180339887498834, 1.618033988749886]	89.4
drama	7vnENGw9l9E	124.413673	83.076923	104.829386	0	20.463588	15.961918	18.948005	-0	55.697018	58.317493	29.127025	-0.000001	192	569	29	2,046.742028	6,796.39457	0.079085	0.638672	0.190534	0.409786	[120.9870394 181.42159355 50.5025497 ... 49.69111497 50.5025497 181.42159355]	161.07838	[301.0, 13.45362404707371, 5.0, 13.45362404707371]	75.25
drama	YJEYYvqFEGg	158.077528	195	96.939224	0	27.22149	19.129773	25.712061	0	59.463562	63.137255	31.350385	0	250	354	8	2,100.249861	7,726.943064	0.090826	0.75	0.181927	0.503177	[ 15.66026244 131.00796839 84.99427183 ... 109.60933895 84.99427183 131.00796839]	199.068095	[390.0, 7.798127746857529, 36.389410597640776, 36.389410597640776, 7.798127746857529]	78
action	dXZOjlDBhJM	133.886973	173.489564	117.222204	-0	33.052852	20.749739	34.736613	0	52.889505	54.556702	37.876356	-0	195	1,581	28	2,785.530407	5,283.762766	0.148178	0.402344	0.10422	0.288025	[63.83997369 2.78587736 21.34402489 ... 28.33970018 21.34402489 2.78587736]	104.76802	[326.0, 13.341664064126334, 4.0, 13.341664064126334]	81.5
drama	YKq6wsAhYfw	77.021522	21.347917	113.537244	0	32.621336	16.730361	35.838626	0	33.853008	18.683167	34.46917	0	159	175	17	1,706.076444	5,756.506755	0.059242	0.501953	0.191965	0.577621	[ 55.85922108 140.40082471 54.27726221 ... 56.33416677 54.27726221 140.40082471]	123.184799	[210.0, 4.58257569495584, 4.58257569495584]	70
action	_3HevOJkUUg	101.738723	50.947009	112.401987	-0	35.165735	24.41039	33.195602	0	47.512872	45.859929	31.064398	0	139	1,029	32	2,528.977096	10,344.634345	0.141477	0.642578	0.241106	0.500498	[ 56.84059835 137.55255968 81.4184657 ... 89.82199829 81.4184657 137.55255968]	239.300489	[212.0, 4.0, 4.0]	70.666667
drama	JsSjyCbTlY8	107.506009	79.285714	91.216766	0.000001	17.061027	10.372015	19.940683	0	53.40991	56.241623	34.881034	0	152	731	18	1,269.46047	10,395.935303	0.059961	0.554688	0.100319	0.320942	[58.95743047 59.51254874 34.2501462 ... 39.83676013 34.2501462 59.51254874]	62.605946	[215.0, 3.605551275463989, 3.605551275463989]	71.666667
drama	tnJui5dnxbk	159.291816	205.871617	110.923139	0	35.232492	27.807301	29.197228	-0	61.907465	69.647847	32.4675	0	140	602	18	813.122099	5,922.254712	0.051079	0.246094	0.087067	0.284813	[37.34193881 31.21380158 20.33292452 ... 8.94350034 20.33292452 31.21380158]	28.551337	[196.0, 3.605551275463989, 3.605551275463989]	65.333333
drama	QdvJpO3HGAA	171.56112	205.554297	101.449891	0	40.844645	36.430218	30.665172	-0	49.297322	45.934772	34.572472	0	318	511	6	2,702.326884	6,805.163093	0.112654	0.68457	0.217362	0.49636	[ 12.95356211 114.74927556 197.98936306 ... 36.41436684 197.98936306 114.74927556]	230.779124	[605.0, 17.239505309457183, 8.348715721070517, 1.760227966471153, 1.760227966471153, 8.348715721070517, 17.239505309457183]	86.428571
action	WiZegUmcbHg	125.836483	65.445512	117.606884	-0	37.672882	29.640911	33.735001	0	47.284624	47.021205	33.222834	-0	293	654	21	2,335.022604	6,736.717727	0.125213	0.661133	0.172427	0.379258	[129.33151902 123.11022182 211.56400532 ... 147.98236103 211.56400532 123.11022182]	258.096829	[415.0, 11.357816691600547, 10.440306508910549, 3.0, 10.440306508910549, 11.357816691600547]	69.166667
action	92emeP0onbg	121.783156	62.307679	113.31684	0	25.536506	14.644425	28.14195	0	62.207028	70.228063	31.440927	0	161	484	11	3,129.921875	10,123.966411	0.179735	0.492188	0.151142	0.695119	[ 36.28433124 66.82653627 132.7164005 ... 66.05736979 132.7164005 66.82653627]	209.572229	[220.0, 5.0, 5.0]	73.333333
drama	S3_85AEFDYI	175.083971	218.93617	99.418923	0	45.121543	42.72927	32.577965	0	43.236461	38.8227	31.956175	0	276	384	15	1,840.587557	10,438.825787	0.08579	0.642578	0.165502	0.530957	[303.23911624 90.02851291 111.17174346 ... 162.82921171 111.17174346 90.02851291]	212.946521	[411.0, 16.522711641858304, 9.643650760992955, 9.0, 9.643650760992955, 16.522711641858304]	68.5
action	dSkrY4F9j6w	138.702947	168.259483	122.156874	0	29.852589	18.56303	31.877663	0	50.81009	51.579132	39.693582	0	151	1,028	17	2,682.518983	6,103.480439	0.141271	0.564453	0.229813	0.536391	[ 3.03171352 95.27758744 78.94349202 ... 126.74719264 78.94349202 95.27758744]	230.555602	[211.0, 3.605551275463989, 3.605551275463989]	70.333333
drama	oSCqjq7stGw	104.962464	60	104.094315	-0	20.254576	6.038181	26.343037	0	64.719606	75.260263	31.039356	0	168	274	8	1,243.716096	10,432.342951	0.058079	0.453125	0.167331	0.436401	[118.83189153 63.62413106 14.02570996 ... 46.9250641 14.02570996 63.62413106]	126.549019	[168.0, 25.98076211353316, 25.98076211353316]	56
action	qSg82ocUPb4	173.732742	216.06032	119.743657	-0	39.419875	36.637843	25.937147	-0	34.924567	24.491033	30.455837	-0	221	1,418	30	2,321.714094	9,978.563681	0.115431	0.634766	0.321899	0.579132	[ 76.39821925 66.99741236 231.16750554 ... 97.23774296 231.16750554 66.99741236]	343.297991	[571.0, 2.23606797749979, 1.0, 2.23606797749979]	142.75
action	AshyYMjCeL0	148.106782	179.462791	135.125822	-0	28.601308	19.903652	29.026935	0	38.46678	25.326406	35.837169	0	167	1,673	54	2,842.772406	7,907.516533	0.139443	0.729492	0.252447	0.633862	[136.62227094 101.64943249 234.15845781 ... 116.47312162 234.15845781 101.64943249]	232.973351	[202.0, 6.557438524302, 6.557438524302]	67.333333
action	9TM_u3-8FNI	200.136356	243.9801	126.478943	0	34.858323	26.241135	28.056519	0	45.39147	48.304044	25.196144	0	352	761	12	2,413.503448	10,370.357416	0.108751	0.669922	0.180053	0.439307	[170.33539493 155.2329042 181.30328738 ... 3.95864886 181.30328738 155.2329042 ]	246.012725	[575.0, 11.566591298699898, 10.159023412868859, 25.729520186463297, 25.729520186463297, 10.159023412868859, 11.566591298699898]	82.142857
drama	tasJNKRADQc	130.849721	145.262142	111.650851	0	22.398672	19.3306	20.98118	0	40.822411	28.465126	35.822732	-0	198	826	30	1,809.125381	5,516.607955	0.08507	0.470703	0.231718	0.611807	[ 51.73092337 183.79627151 197.38837505 ... 324.50979909 197.38837505 183.79627151]	240.163125	[565.0, 57.48912940721924, 73.0, 57.48912940721924]	141.25
drama	qa_gek9n9oU	169.922099	203.947124	86.514744	-0	44.28624	44.995448	29.277504	0	33.884011	20.737547	32.164957	0	183	274	9	2,066.393967	6,997.40218	0.081875	0.697266	0.224725	0.512077	[125.06026995 155.7369391 120.09064684 ... 192.06541142 120.09064684 155.7369391 ]	179.214345	[271.0, 16.0312195418814, 15.0, 16.0312195418814]	67.75
action	4vmFUiCOqLQ	133.550608	120	112.422286	0	32.320618	25.154495	27.231948	0	34.792774	26.950063	28.376215	0	177	687	23	2,390.679273	6,097.589015	0.112058	0.670898	0.200677	0.488413	[154.66808669 154.27993039 161.93102327 ... 123.75796134 161.93102327 154.27993039]	183.568843	[259.0, 5.0, 5.0]	86.333333
drama	GYW9HjY6OAI	105.398533	45.636012	98.968358	0	42.440193	33.070866	35.107898	-0	60.682027	67.662784	32.518563	-0	249	411	16	1,494.621181	6,164.297703	0.060551	0.571289	0.190187	0.53377	[205.31861717 143.69311623 19.69845456 ... 141.6391436 19.69845456 143.69311623]	183.878169	[390.0, 9.171125165500477, 25.31581448815589, 25.31581448815589, 9.171125165500477]	78
action	HDVI6kGZyww	134.8782	100.57671	126.56445	-0	47.090477	50.211602	37.506058	0	56.716679	61.421076	32.79173	-0	128	223	7	3,193.761642	7,965.043822	0.181055	0.575195	0.171084	0.533195	[47.82273637 55.94588285 83.33898439 ... 85.12149772 83.33898439 55.94588285]	175.880164	[135.0, 13.0]	67.5
action	zsrbEthcO7c	123.958252	84	110.204282	0	36.627304	27.118644	33.016203	0	28.31877	19.607843	27.366036	0	306	575	19	2,255.300634	6,053.620456	0.10742	0.463867	0.126031	0.276907	[199.88164177 66.49356916 121.04796102 ... 132.06716391 121.04796102 66.49356916]	160.839192	[422.0, 6.928203230275509, 3.9999999999999996, 6.0, 3.9999999999999996, 6.928203230275509]	70.333333
drama	73z6o-Nt1rA	113.718926	57.875248	95.046917	0	30.007504	21.712468	25.363051	0	62.302669	73.159816	30.835956	-0	214	334	17	1,223.850623	4,888.92166	0.063446	0.248047	0.14523	0.301685	[73.40433254 42.75635813 50.3073426 ... 39.23981201 50.3073426 42.75635813]	92.637526	[269.0, 9.433981132056603, 9.0, 9.433981132056603]	67.25
action	Oz_woqwdVKU	135.449805	100.239093	119.328047	0	36.65479	31.199127	30.012297	0	40.952603	32.384037	33.151791	0	201	359	9	2,284.27821	9,777.104232	0.118055	0.456055	0.195049	0.387957	[147.02629081 65.57959325 72.77549128 ... 35.1913045 72.77549128 65.57959325]	225.627116	[283.0, 5.0, 5.0, 5.0]	70.75
action	DRILgiBCFTs	116.870304	61.25015	109.157232	0	41.170303	36.199273	32.999042	0	36.037051	27.296602	32.255994	0	172	1,819	18	1,919.885604	6,587.000674	0.097456	0.605469	0.232267	0.771076	[102.07951478 167.60336296 70.16118378 ... 54.79837265 70.16118378 167.60336296]	266.575158	[193.0, 21.517434791350013, 21.517434791350013]	64.333333
action	1Hqf8KDiGZA	149.091459	174.886503	121.296916	0	26.772015	19.486123	25.815856	0	50.176099	49.297759	32.368518	0	144	393	13	2,966.640355	10,443.35376	0.141604	0.676758	0.246749	0.629639	[ 8.64103799 106.93026562 273.39303412 ... 122.16173152 273.39303412 106.93026562]	226.715544	[209.0, 5.5677643628300215, 5.5677643628300215]	69.666667
action	OlDzF4MfD24	116.112183	47.827163	118.926009	-0	31.343249	23.93278	28.729616	-0	60.501377	67.868065	34.097353	0	107	384	13	2,436.850773	10,214.777742	0.10295	0.813477	0.176984	0.552028	[ 43.10452538 108.09731742 25.8360853 ... 128.81119964 25.8360853 108.09731742]	124.923677	[174.0, 6.0]	87
action	YrJYJJHDVQE	114.863175	48.298976	116.20534	0	29.04168	19.48063	30.172033	0	49.242625	48.941752	37.088076	0	231	2,092	58	null	null	null	null	null	null	null	null	[361.0, 11.862603405239328, 7.160910588047035, 7.160910588047035, 11.862603405239328]	72.2
drama	4yI0eeHTLqM	139.119949	107.030785	123.178183	-0	36.310738	27.575474	31.579067	0	69.011217	83.275995	33.764429	-0.000001	286	400	8	2,977.220057	7,413.202235	0.13341	0.727539	0.262309	0.581759	[367.15473153 15.57616597 141.79343564 ... 136.35863024 141.79343564 15.57616597]	328.092537	[532.0, 1.7320508075688774, 4.358898943540673, 0.0, 4.358898943540673, 1.7320508075688774]	88.666667
drama	ruD9Npi6mQg	138.002543	69.264223	119.213638	0	33.078142	30.063005	23.018296	0.000001	60.6913	64.541021	24.954412	0	176	338	23	2,728.340554	6,848.639316	0.127045	0.568359	0.235054	0.554329	[134.63412345 75.08769027 158.63224284 ... 125.58313829 158.63224284 75.08769027]	220.793925	[267.0, 1.7320508075688772, 1.7320508075688772]	89
drama	nmDgI6_tzCw	87.071986	22.045411	104.122988	0	20.283089	2.447418	28.32188	0	44.791821	41.960784	34.125632	0	227	688	20	2,380.71509	6,124.593809	0.120833	0.543945	0.226395	0.467203	[246.96560365 80.16523194 104.41322555 ... 151.66125535 104.41322555 80.16523194]	282.979175	[350.0, 6.155367074350502, 1.4530850560107234, 1.4530850560107234, 6.155367074350502]	70
drama	rLh_kexla1Y	141.797364	167.799879	116.904435	0	23.826727	17.590267	22.688082	-0	43.286383	36.509647	30.111578	0	271	1,289	30	2,229.194048	10,422.147822	0.106535	0.478516	0.236191	0.522993	[125.11871914 47.83848924 30.51787438 ... 61.43611885 30.51787438 47.83848924]	281.455446	[495.0, 7.549834435270749, 27.2213151776324, 15.0, 27.2213151776324, 7.549834435270749]	82.5
action	kka-pvmQYcs	114.100634	51.787363	121.527773	0	27.953953	16.733499	30.970473	-0	58.811811	67.728254	33.923657	0	558	769	16	2,684.30185	7,373.34223	0.124847	0.707031	0.310451	0.714691	[121.12277086 198.93091564 179.50390327 ... 269.32811835 179.50390327 198.93091564]	576.774287	[1035.0, 3.64586640663654, 15.620499351813308, 24.186773244895647, 13.856406460551018, 16.20825894860269, 5.0, 16.20825894860269, 13.856406460551018, 24.186773244895647, 15.620499351813308, 3.64586640663654]	86.25
action	9H8RqFBK_KA	172.001227	214.496503	114.932194	-0	24.439036	19.553162	22.693994	0	54.607148	59.607843	30.109598	0	106	651	33	2,717.793243	10,451.995032	0.149044	0.636719	0.203632	0.577976	[ 17.83652383 271.43241508 154.26166646 ... 44.21166703 154.26166646 271.43241508]	157.467026	[117.0, 3.0]	58.5
drama	6wjPWAxUOOw	98.672948	45	105.93146	0	18.607957	8.43227	23.35755	0	45.550042	41.577505	32.764783	0	258	718	19	2,081.622249	8,500.116501	0.091716	0.573242	0.159297	0.379638	[ 65.02745526 208.31807949 87.7770406 ... 95.61443649 87.7770406 208.31807949]	188.121153	[351.0, 5.508858698269671, 7.851909057197396, 7.851909057197396, 5.508858698269671]	70.2
drama	Lx98LhIlB5c	147.160504	182.666667	137.527312	0	46.634712	48.33741	32.924753	-0	46.403283	43.529412	29.757666	0	255	386	11	1,849.233881	5,466.243395	0.077758	0.366211	0.178274	0.400544	[160.35832461 134.01466739 41.68122425 ... 143.4982641 41.68122425 134.01466739]	189.189541	[409.0, 0.925855056833865, 17.78040473143779, 17.78040473143779, 0.925855056833865]	81.8
drama	T0XVLks_f6Y	175.464139	196.276201	64.71038	0	52.328818	56.60411	32.233255	-0	33.852207	22.187932	32.103572	0	183	615	16	812.439212	5,362.083659	0.045472	0.210938	0.069438	0.328503	[122.52438405 71.8551566 54.2551806 ... 40.42199828 54.2551806 71.8551566 ]	50.825693	[222.0, 55.226805085936306, 52.0, 55.226805085936306]	55.5
action	HzbvfcseYeU	132.805448	55	138.504312	-0	25.403258	18.382353	25.237613	0	42.785069	35.294118	32.174914	0	171	576	7	2,326.796353	6,495.842775	0.094173	0.52832	0.142534	0.358806	[194.00460701 44.05557348 109.52549771 ... 51.77090026 109.52549771 44.05557348]	112.210124	[216.0, 0.0, 0.0]	72
action	CCgB82KrmMM	121.215978	49.446152	128.433815	0	23.317891	11.888274	26.118975	0	68.075905	79.586867	32.368014	0	233	8,743	96	2,847.260574	10,395.007202	0.131265	0.803711	0.270378	0.608548	[ 22.76527436 239.34825634 47.82447783 ... 392.26366767 47.82447783 239.34825634]	302.419122	[347.0, 2.0497868483701267, 5.36641163872553, 5.36641163872553, 2.0497868483701267]	69.4
action	Fm_Q75vvYCE	125.771621	96	114.863394	-0	19.691795	11.525606	25.028278	0	42.113236	36.196443	31.927793	0	194	2,687	34	1,975.278173	6,463.427854	0.091999	0.494141	0.267111	0.556283	[241.38712269 165.25291648 171.07020745 ... 25.65849847 171.07020745 165.25291648]	259.32913	[275.0, 7.810249675906654, 3.0, 7.810249675906654]	68.75
drama	HAySEO8PW3c	155.26612	223.743841	118.105515	0	25.497096	7.400434	33.321082	-0	49.398233	48.302821	39.758783	-0	120	302	5	2,379.517655	9,356.731442	0.10895	0.453125	0.168636	0.359269	[124.04426765 124.71147214 66.94384697 ... 121.43785966 66.94384697 124.71147214]	146.028618	[172.0, 2.0]	86
action	NnLMqRLmPXc	63.815717	31.111021	77.143333	0	40.929186	30.496486	35.822173	-0	34.20216	19.809876	33.409823	0	184	1,640	52	2,811.921718	6,581.479676	0.136297	0.6875	0.152467	0.364034	[155.35115539 83.35736513 76.61136011 ... 38.06182647 76.61136011 83.35736513]	148.400711	[352.0, 3.1622776601683795, 6.0, 3.1622776601683795]	88
action	XcqtsDrM9YA	89.187647	40.150882	111.505902	0	37.354146	26.956031	35.96924	0	39.363079	30.222249	35.280564	-0.000001	171	2,771	66	2,516.269163	5,985.682122	0.116917	0.556641	0.20881	0.540392	[ 91.4952573 98.54679136 39.68098836 ... 137.77517391 39.68098836 98.54679136]	196.437962	[205.0, 8.18535277187245, 8.18535277187245]	68.333333
action	2xbRWX6eYPY	198.365891	222.103554	111.624121	0	43.581204	40.518887	30.522449	0	43.373184	35.497798	34.480509	0	229	7,098	80	2,978.842307	7,564.54764	0.157068	0.542969	0.228119	0.565985	[ 32.61848032 227.82989331 136.77130338 ... 134.64810443 136.77130338 227.82989331]	238.874219	[368.0, 2.760078620030577, 2.3199064660563593, 2.3199064660563593, 2.760078620030577]	73.6
drama	OBnGWGLlgSU	142.082874	155.311075	114.513597	0	33.491127	30	22.833533	-0.000001	45.812933	40.524478	30.457311	0	177	792	37	2,138.770636	5,255.981336	0.099301	0.333008	0.275096	0.532564	[48.37337369 93.54653163 69.08602089 ... 60.67947491 69.08602089 93.54653163]	253.972074	[214.0, 0.9999999999999999, 0.9999999999999999]	71.333333
action	O9abgCc4hdY	101.733434	44.276761	98.236727	0	22.184344	17.341205	19.641961	0	56.236275	60.018291	24.188104	0.000001	139	1,110	16	2,548.081224	7,935.484562	0.109514	0.743164	0.230261	0.500673	[ 34.1598261 182.1898198 219.85612909 ... 82.71065656 219.85612909 182.1898198 ]	177.18596	[171.0, 1.7320508075688772, 1.7320508075688772]	57
drama	m6gCJhxwDHI	181.403893	218.709677	94.724028	0	43.790821	42.204053	31.159053	0	47.70276	44.332636	30.773885	0	242	3,070	13	1,666.743209	6,286.655573	0.071078	0.533203	0.346069	0.689835	[147.27962906 166.65076838 285.10776832 ... 251.87188079 285.10776832 166.65076838]	347.778082	[430.0, 7.255296012224599, 9.867151553259824, 9.867151553259824, 7.255296012224599]	86
drama	594d1bbpqeQ	96.055162	41.655966	101.884791	0	33.134692	24.540741	30.184253	-0	61.964342	73.616807	35.382942	0	308	227	12	2,580.500697	7,081.934025	0.116296	0.672852	0.203953	0.502935	[220.81592882 274.3444356 168.87896336 ... 311.38549419 168.87896336 274.3444356 ]	241.007485	[422.0, 4.358898943540674, 5.5677643628300215, 2.0, 5.5677643628300215, 4.358898943540674]	70.333333
drama	YTAKwLaY61k	183.673346	215.071163	126.441078	0	35.202173	25.641006	33.001941	0	60.0734	65.145985	34.514462	0	145	658	18	2,163.336738	9,993.637729	0.101331	0.484375	0.22962	0.476536	[230.84902719 230.12468188 86.45022587 ... 109.63139196 86.45022587 230.12468188]	199.546207	[247.0, 15.524174696260022, 15.524174696260022]	82.333333
action	cUGKd9mKS0I	132.208635	168	111.53753	0	41.56041	32.158964	35.847981	0	47.478277	43.964569	38.001603	0	293	351	7	2,452.649391	6,324.642463	0.140035	0.446289	0.084352	0.38361	[40.07959298 14.84093281 58.55960239 ... 19.57589711 58.55960239 14.84093281]	118.089932	[538.0, 1.9999999999999998, 1.9999999999999998, 2.0, 1.9999999999999998, 1.9999999999999998]	89.666667
drama	YEsATD7N_t0	105.5243	48.220554	102.639799	-0	32.036928	27.402773	23.841714	0	44.726507	43.925446	28.231034	0	247	131	8	1,142.392775	5,806.019938	0.049239	0.161133	0.079133	0.440991	[88.66234155 17.63719209 43.02129973 ... 52.03590479 43.02129973 17.63719209]	80.880196	[272.0, 8.580569014203292, 13.941801726910844, 13.941801726910844, 8.580569014203292]	54.4
drama	78OGuPk8OyM	118.257632	76.362641	107.53026	0	32.367962	22.001798	31.013908	0	44.569252	39.186358	35.241756	0.000001	121	371	19	2,165.153977	10,445.083855	0.086507	0.291992	0.20416	0.703865	[62.36021433 88.6046484 64.4761588 ... 57.17623013 64.4761588 88.6046484 ]	120.477631	[140.0, 0.0]	70
drama	BewI1aiAuD0	154.297179	174.997405	127.356118	0	27.924561	23.430962	21.687915	-0.000001	62.41662	69.824048	29.884774	0	242	471	14	2,866.396302	6,579.132153	0.163458	0.614258	0.334751	0.56902	[131.36525635 209.4867291 210.77967877 ... 143.79281107 210.77967877 209.4867291 ]	483.093924	[320.0, 21.291768210713396, 19.01737643475709, 19.01737643475709, 21.291768210713396]	64
action	kby9o3g_fK4	186.433263	215.454545	90.34231	0	30.127126	18.776114	28.94875	0	49.605941	56.134947	27.115274	0	135	2,935	54	2,881.934611	5,951.937855	0.154649	0.554688	0.122116	0.312921	[63.56940363 30.09571169 51.89869081 ... 16.70144415 51.89869081 30.09571169]	140.127629	[158.0, 0.0]	79
drama	sPKx3ca1cek	117.675658	60	107.157858	0	33.371935	25.497237	29.972555	0	43.921656	39.13081	32.668144	0	259	1,485	23	2,151.879086	10,032.414809	0.095801	0.523438	0.244443	0.654272	[512.70190668 128.31018226 135.98654883 ... 393.76364015 135.98654883 128.31018226]	282.714263	[342.0, 13.49122513404533, 10.294991227898336, 10.294991227898336, 13.49122513404533]	68.4
action	I1nrnfQgdlA	143.984411	97.5	129.799594	0	39.167384	32.993853	29.389382	-0	72.531665	84.735654	29.01262	0	201	837	27	2,489.45931	7,118.032682	0.109046	0.673828	0.228181	0.522596	[184.88812964 188.27367961 213.54964439 ... 108.25284336 213.54964439 188.27367961]	236.74358	[355.0, 3.0, 5.0, 3.0]	88.75
action	jfLiIeAof50	178.303184	203.672241	92.346653	-0	39.909317	38.101466	28.316687	0	38.366205	31.31124	30.730474	0	178	1,205	21	1,940.591708	5,785.533357	0.088569	0.477539	0.19194	0.466626	[127.33030931 283.31771581 286.77744104 ... 87.19050339 286.77744104 283.31771581]	201.663907	[265.0, 2.0, 2.0]	88.333333
action	1S8tUrTgRrY	154.019395	200.6959	91.356628	-0	49.746159	50.398207	33.548336	0	42.692237	34.737915	29.172181	0	119	1,020	28	1,659.77729	5,526.069863	0.074805	0.498047	0.127053	0.52876	[19.81871332 20.83523251 59.9162577 ... 22.18381207 59.9162577 20.83523251]	108.588652	[143.0, 1.0]	71.5
drama	gacxONWglrA	136.033589	180	111.473967	0	23.704047	14.444344	25.226652	-0	55.705133	59.044118	32.786693	0	245	303	8	2,174.150993	7,758.486857	0.106006	0.72168	0.169995	0.408469	[320.96400855 216.64614581 65.53450299 ... 63.88633755 65.53450299 216.64614581]	216.082762	[437.0, 3.0334182243388654, 5.813636888923219, 5.813636888923219, 3.0334182243388654]	87.4
drama	Cgk9vYQ03lk	108.770464	60	102.633296	0	33.025935	25.655492	28.604483	0	29.528952	20.784314	27.316348	0	254	144	2	1,191.039013	5,005.173236	0.054266	0.391602	0.033993	0.175794	[130.50773803 18.19392579 21.7731714 ... 29.96335961 21.7731714 18.19392579]	30.233081	[320.0, 8.461372723959878, 23.311052563670906, 23.311052563670906, 8.461372723959878]	64
drama	8Y1ykmbileU	181.811542	225	123.464728	0	20.642049	15.435507	19.420214	0	48.282725	43.680404	30.385838	0	335	407	10	2,309.102083	6,671.016905	0.110507	0.625	0.212784	0.54122	[167.40300897 248.08887593 257.00825044 ... 116.24642408 257.00825044 248.08887593]	284.475255	[489.0, 2.2991755618515817, 3.7547083347504673, 2.148477846462431, 2.148477846462431, 3.7547083347504673, 2.2991755618515817]	69.857143
action	2X4e5fhvEXE	110.692742	46.464633	116.70802	-0.000001	20.614916	8.629521	26.602196	0	79.308654	93.529412	30.048393	-0	121	667	17	2,598.824734	6,598.35983	0.126397	0.657227	0.287239	0.479584	[ 30.44177546 204.97278694 60.66733254 ... 83.23446992 60.66733254 204.97278694]	231.463078	[169.0, 11.0]	84.5
drama	w8jiUBe5MTU	136.217242	185.454545	103.581824	-0	32.594072	27.662846	26.378253	0	52.56257	50.893519	31.841571	0	218	279	6	2,246.546272	7,649.541303	0.111483	0.768555	0.160867	0.465295	[ 1.88584903 66.3702158 96.01892768 ... 84.09359484 96.01892768 66.3702158 ]	202.805922	[281.0, 2.23606797749979, 1.0, 2.23606797749979]	70.25
action	7zovrovRsPU	178.283236	217.934202	110.56586	0	38.299275	33.591868	24.400596	0.000001	60.56905	65.490196	28.614289	0	164	762	28	2,797.255767	6,785.384817	0.155166	0.65625	0.248893	0.644407	[313.80911081 107.49288562 107.56977624 ... 47.72434635 107.56977624 107.49288562]	279.504661	[237.0, 7.937253933193772, 7.937253933193772]	79
drama	u2H1KUFtyXg	127.641719	175.289364	98.773361	0	22.258738	15.690442	23.101312	0	61.147413	70.369855	34.131339	0	209	647	13	1,512.19978	10,217.178336	0.062645	0.390625	0.193424	0.450447	[ 35.53113155 85.78623205 77.84606481 ... 193.84058286 77.84606481 85.78623205]	150.846237	[321.0, 1.0, 13.0, 1.0]	80.25
drama	_Oc-VCB-qeA	124.406821	162.470553	114.953835	0	20.806703	8.415061	26.59564	0	45.908899	36.196336	36.696325	0	196	488	26	1,840.744413	5,537.046964	0.091046	0.50293	0.243847	0.57376	[ 43.52408408 150.95594853 117.65639948 ... 65.22827554 117.65639948 150.95594853]	225.140059	[279.0, 8.06225774829855, 7.0, 8.06225774829855]	69.75
action	y5oFipVftQ4	113.546474	35.766863	138.839106	0	27.882098	10.862101	34.0363	0	41.921138	31.437765	36.373081	0	132	575	12	2,647.19274	10,333.476532	0.126012	0.404297	0.248961	0.690973	[72.31367806 38.99037725 55.47505722 ... 44.7884608 55.47505722 38.99037725]	233.776436	[178.0, 2.0]	89
action	4qeysTryfE4	130.357476	84.380484	120.375986	0	33.484839	25.757576	31.577601	0	62.3572	77.254902	36.106931	0	224	334	8	2,700.895345	10,259.789031	0.152959	0.890625	0.231819	0.766317	[114.168936 125.67866124 152.76990483 ... 105.77464565 152.76990483 125.67866124]	342.631673	[280.0, 5.0990195135927845, 2.0, 5.0990195135927845]	70
action	gbIFpC4P0EE	119.167265	104.308127	97.192279	0.000001	33.084766	25.08053	28.787476	0	50.760328	53.391927	30.996826	0.000001	150	4,753	30	2,392.332948	10,403.046782	0.105074	0.5625	0.139049	0.404373	[85.80149023 23.72984434 37.5157833 ... 13.87841986 37.5157833 23.72984434]	124.418379	[205.0, 5.291502622129181, 5.291502622129181]	68.333333
drama	S5cp4OcmJX4	97.310297	108.26087	77.931039	0	47.026196	44.221498	25.400174	0	37.2916	34.950865	23.245737	0	250	424	15	2,145.383825	6,852.518125	0.098203	0.637695	0.270415	0.512744	[346.21303065 254.47387875 144.93637025 ... 170.02830589 144.93637025 254.47387875]	319.535742	[244.0, 3.1494677195196004, 31.417842909463154, 31.417842909463154, 3.1494677195196004]	48.8
action	bNJH5bCjMp8	105.301313	47.068241	109.093194	-0	21.194262	12.088837	25.028287	0	49.056521	50.85677	33.971813	0	196	394	25	2,297.686326	10,427.289026	0.097152	0.543945	0.302249	0.605489	[ 1.14104875 249.04793218 76.57876618 ... 181.99544556 76.57876618 249.04793218]	314.824769	[346.0, 9.055385138137417, 8.0, 9.055385138137417]	86.5
action	b1Cbt52tVn0	137.632732	116.497067	117.926793	0	32.779839	26.464433	28.536161	0	41.951168	35.769196	32.870482	-0	158	4,177	59	2,758.2734	10,442.54885	0.115855	0.667969	0.273343	0.64647	[225.71724657 674.52939569 666.80819617 ... 543.53556493 666.80819617 674.52939569]	235.857936	[207.0, 3.4641016151377544, 3.4641016151377544]	69
action	78Fxr8i-ges	87.509875	49.120366	88.959326	0	41.351823	33.066728	35.637717	-0	57.426886	63.529412	35.252005	0	224	3,239	44	2,329.942601	5,547.195662	0.117194	0.380859	0.270758	0.506419	[242.73044634 295.881056 161.38861462 ... 89.3905596 161.38861462 295.881056 ]	311.916737	[287.0, 1.0, 1.0, 1.0]	71.75
drama	8nAIGweaHoY	115.921877	50.155863	120.170232	0	41.340965	37.615383	35.400316	0	44.446808	39.916044	36.128072	0	248	430	15	1,474.104553	10,154.63419	0.067648	0.654297	0.121509	0.370637	[ 61.25360952 51.69968348 125.33301578 ... 165.81776804 125.33301578 51.69968348]	137.097373	[324.0, 17.35516136841576, 18.049885702581303, 18.049885702581303, 17.35516136841576]	64.8
drama	j2OhcqE1jcw	15.617735	0	48.000602	-0	5.832371	0	15.6381	0	58.469637	74.470416	33.105988	0	273	893	19	1,151.822653	4,277.994673	0.058772	0.211914	0.057704	0.316945	[ 17.01086283 116.70776991 98.47395882 ... 22.11080231 98.47395882 116.70776991]	70.53975	[441.0, 44.23799272118933, 5.196152422706631, 1.0, 5.196152422706631, 44.23799272118933]	73.5
drama	0Lfvz5PWRco	84.321394	37.146614	101.093908	0	24.973893	18.59587	24.229137	0	50.706763	49.803922	30.044356	0	199	598	25	2,304.579822	6,047.685013	0.113363	0.498047	0.229848	0.490931	[169.23755396 247.73355445 157.29944396 ... 303.11789068 157.29944396 247.73355445]	251.086971	[266.0, 4.242640687119285, 4.0, 4.242640687119285]	66.5
action	qZ2FTsFbbMs	113.30991	82.749066	99.294777	0	24.141619	17.62857	24.080563	0	62.206138	76.139027	34.478282	0	206	1,893	33	2,561.853215	6,225.884814	0.121616	0.455078	0.226765	0.497664	[ 1.18367333 54.65261121 115.83349681 ... 59.07414457 115.83349681 54.65261121]	253.340375	[343.0, 7.810249675906654, 5.0, 7.810249675906654]	85.75
drama	9GxvGg9SVSI	92.534656	43.2	102.762795	0	26.280216	15.952608	28.158699	-0	55.296096	64.865378	39.118133	-0	355	724	11	1,741.896065	8,083.453305	0.086224	0.529297	0.105568	0.379713	[ 81.42731383 80.74416755 101.28011929 ... 36.09645836 101.28011929 80.74416755]	187.457556	[497.0, 70.58144897829797, 57.13369460545957, 33.67491649364559, 33.67491649364559, 57.13369460545957, 70.58144897829797]	71
drama	LQT7KzKSQUQ	153.410692	200.924912	126.834316	0	40.558876	37.255191	32.732756	0	32.374463	24.605595	30.256529	0	101	428	9	1,896.640801	6,750.008142	0.087636	0.629883	0.162141	0.320601	[63.40947323 41.4268761 45.60284183 ... 39.94679084 45.60284183 41.4268761 ]	110.655744	[152.0, 4.0]	76
drama	AK4wuvY5yik	111.821915	60	101.516243	0	28.408266	21.054692	26.03839	0	48.946392	48.993389	31.686296	0	244	236	7	2,615.762891	10,467.302756	0.123175	0.492188	0.222135	0.53086	[210.53575225 20.72812825 42.68980256 ... 170.08768592 42.68980256 20.72812825]	269.461851	[424.0, 4.841249229408753, 6.6001746869873905, 6.6001746869873905, 4.841249229408753]	84.8
action	0K5lhtwKxl0	169.112254	212.452926	116.474133	0	29.979084	26.557769	24.465025	-0	35.299789	21.193824	33.434194	0	205	931	30	2,440.759219	7,506.672029	0.11663	0.69043	0.236499	0.495179	[350.81401539 234.46027561 226.52458821 ... 43.63354851 226.52458821 234.46027561]	277.515285	[356.0, 3.1622776601683795, 2.0, 3.1622776601683795]	89
drama	4gB1AgQ5_yY	110.774279	84.011638	97.377968	0	27.412626	20.547452	25.98917	0.000013	33.325017	23.834248	31.004494	0	99	371	20	1,208.606965	10,034.418092	0.076868	0.276367	0.253823	0.560129	[77.40434065 35.95636455 33.27627634 ... 36.76120259 33.27627634 35.95636455]	112.243194	[149.0, 7.0]	74.5
action	Yl3p3xtJfDU	146.576234	166.385231	123.155094	0	32.751943	27.996689	25.716711	0	47.647688	46.449488	29.29803	0	203	792	27	2,819.568263	10,030.245649	0.137385	0.723633	0.19945	0.591246	[168.6107221 59.68658246 79.3002344 ... 32.38258799 79.3002344 59.68658246]	212.939518	[306.0, 8.602325267042627, 0.0, 8.602325267042627]	76.5
action	GBH5qIo2UwM	111.377936	38.888252	126.582986	0	19.987449	11.880057	25.508499	0	41.524108	42.549025	34.323197	0.000013	109	685	18	1,929.480299	6,587.474239	0.097521	0.658203	0.139744	0.49165	[ 32.02058294 41.99349389 26.66534728 ... 120.44939849 26.66534728 41.99349389]	107.301823	[167.0, 13.0]	83.5
drama	5_deSvQ9AFE	143.378875	168	107.515521	0	36.176913	33.05709	28.421761	0	53.906657	54.84122	34.111779	0	274	2,685	39	1,255.451957	5,434.609255	0.055759	0.288086	0.205317	0.6529	[203.06559849 124.39373383 51.96424936 ... 159.39077094 51.96424936 124.39373383]	176.507518	[491.0, 23.895606290697042, 26.627053911388693, 19.0, 26.627053911388693, 23.895606290697042]	81.833333
action	9MwIIiPOfVM	112.300792	38.202841	121.927619	0	24.43601	5.629498	32.621202	0	35.594725	24.408015	31.509837	-0	145	770	18	1,537.257983	5,484.78988	0.076005	0.4375	0.160115	0.699618	[ 57.91067894 111.12030598 228.97859907 ... 188.16019731 228.97859907 111.12030598]	148.904691	[199.0, 0.9999999999999999, 0.9999999999999999]	66.333333
action	OeV08t3gN_w	159.005963	197.307692	82.860618	0	48.821983	46.780059	34.121358	0	30.200182	20.784314	27.729063	-0	307	899	21	2,570.481687	8,917.583757	0.128126	0.506836	0.217555	0.45711	[309.39672157 73.53622724 58.58585545 ... 198.69829563 58.58585545 73.53622724]	283.476727	[422.0, 7.0, 5.5677643628300215, 8.0, 5.5677643628300215, 7.0]	70.333333
action	4elTtzleKVU	183.503795	251.72536	139.371704	-0	43.067372	41.172066	35.475421	0	38.954235	34.132423	33.287317	-0	282	844	16	2,356.953312	6,264.345194	0.10837	0.421875	0.183229	0.42605	[134.86674188 81.92343316 118.52618905 ... 188.36098113 118.52618905 81.92343316]	231.5237	[501.0, 13.453624047073708, 22.516660498395403, 11.0, 22.516660498395403, 13.453624047073708]	83.5
action	St0KvONbtBo	136.547952	168.121009	117.957919	0	18.117851	15.691152	16.871437	0	21.495317	14.896138	20.603474	0	175	597	16	2,351.440694	6,357.209285	0.113147	0.556641	0.21724	0.437252	[ 31.56834932 80.08789876 177.20760948 ... 96.90812812 177.20760948 80.08789876]	222.655869	[262.0, 4.358898943540673, 4.358898943540673]	87.333333

End of preview. Expand in Data Studio

Estrutura do Conjunto de Dados

O conjunto de dados, em formato CSV, foi preparado usando técnicas de visualização de mídia (media visualization). Ele é composto por vídeos de humor sobre temas sociopolíticos, coletados do YouTube. O arquivo contém diversas colunas para uma análise multimodal:

amv_genre: O gênero do vídeo, categorizado como drama ou action.
Características Visuais: Métricas de cor e brilho, como a média, mediana, desvio padrão e frequência dominante para matiz (hue), saturação (saturation) e brilho (brightness).
Características de Áudio: Incluem a transformada rápida de Fourier (audio_fft), a magnitude média (avg_magnitude), e métricas como a taxa de cruzamento zero (zcr) e a raiz quadrada média (rms).
Metadados do Vídeo: Informações como duração, contagem de visualizações e curtidas.
Estrutura do Vídeo: Dados sobre cortes de cena, incluindo a transformada de Fourier (scene_cuts_fft) e a magnitude média dos cortes.

Uso e Aplicação

Este conjunto de dados foi utilizado na pesquisa para desenvolver modelos de aprendizado de máquina não supervisionados, com o objetivo de identificar padrões em práticas de remix político. Ele pode ser um recurso valioso para pesquisadores interessados nas seguintes áreas:

Novos Letramentos e Humanidades Digitais: Para estudar como a linguagem digital e os novos valores influenciam a comunicação contemporânea.
Estudos de Remix: Para analisar como a paródia e o discurso citado são reconfigurados em vídeos de humor.
Análise de Mídia e Ciência de Dados: Para a criação de novos modelos de aprendizado de máquina e o estudo de big data multimodal.

Os scripts de coleta e processamento de dados foram disponibilizados publicamente no GitHub, seguindo as práticas de ciência de dados abertas e colaborativas.

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