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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
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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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