YouTube视频描述性特征数据集

YouTube上关于唇复位手术视频的描述性特征数据,用于评估视频质量、可靠性和教育价值。

NIAID Data Ecosystem
浏览 12
表格lip repositioning surgerybecome popular sourcesalthough youtube ™98 ± 3professional content creationglobal quality scaleyoutube ™ usingwidely used sourceaesthetic dental procedurespoor content qualitymoderate content qualityhigher quality scores
Descriptive characteristics of YouTube videos

基本信息

模态
表格
大小
0.000009728 GB
许可
CC BY 4.0
创建/更新时间
2026-10-08
版本
v1

资源简介

YouTube视频描述性特征数据集

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 9.73 KB,主题涵盖 lip repositioning surgery、become popular sources、although youtube ™、98 ± 3、professional content creation,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《Descriptive characteristics of YouTube videos.》。配套论文《Are videos uploaded by dental professionals on lip repositioning surgery of higher quality? A youtube video analysis》发表于 PLOS One(2025),DOI:10.1371/journal.pone.0327194。源站首次发布:2025-09-19。

【数据内容】

源站原始描述:Lip repositioning surgery is a minimally invasive procedure used in the treatment of gummy smile. With the increasing demand for aesthetic dental procedures, platforms like YouTube™ have become popular sources for visual health information. This study aimed to evaluate the quality, reliability, and educational value of YouTube™ videos related to lip repositioning surgery and to identify factors influencing video quality. This research was conducted on YouTube™ using the term “lip repositioning”…

【数据结构与技术规格】

文件数 1 个,合计 9.73 KB。Table 1.xls:application/vnd.ms-excel,9.73 KB。数据集 DOI:10.1371/journal.pone.0327194.t001。

【主题与分类】

源站学科分类:Pharmacology、Environmental Sciences not elsewhere classified、Sociology、Biological Sciences not elsewhere classified、Science Policy。主题标签:lip repositioning surgery、become popular sources、although youtube ™、98 ± 3、professional content creation、global quality scale、youtube ™ using、widely used source、aesthetic dental procedures、poor content quality。

【适用方向】

结构化表格数据可直接用于统计建模、特征工程与队列分析。

【获取与许可】

源站页面:https://plos.figshare.com/articles/dataset/Descriptive_characteristics_of_YouTube_videos_/30169956

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Sarıbas, Ebru Ece; Kandemır, Muzeyyen (2025). Descriptive characteristics of YouTube videos.. PLOS ONE. Dataset

官方服务

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下载信息

注册下载

需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。

暂未开放

公开下载

无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。

免登录

有偿下载

公开数据集受托下载与技术交付服务。

提供高速下载与技术交付服务(收技术服务费,非数据销售)

暂未开放

当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "Table 1.xls" "https://ndownloader.figshare.com/files/58106238"

文件清单

  • Table 1.xls(9.73 KB)

文件总体积 9.73 KB(源站 API 实测)。

数据加载示例(图像类)

from PIL import Image
import glob, os

files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)

# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path)  # 要求 子目录=类别

目录组织与标注格式以源站说明和下载后实际文件为准。

数据说明

Lip repositioning surgery is a minimally invasive procedure used in the treatment of gummy smile. With the increasing demand for aesthetic dental procedures, platforms like YouTube™ have become popular sources for visual health information. This study aimed to evaluate the quality, reliability, and educational value of YouTube™ videos related to lip repositioning surgery and to identify factors influencing video quality. This research was conducted on YouTube™ using the term “lip repositioning” on February 20, 2025. The first 150 videos sorted by relevance were screened. According to the inclusion criteria, 53 videos were recorded. Data such as video duration, upload source, view count, comments, likes/dislikes, and country of origin were recorded. Viewer engagement was analyzed through interaction index and viewing rate. Content was evaluated using the Video Content Quality (VCQ) score, Global Quality Scale (GQS) and DISCERN tool. Statistical analyses were performed with a significance level of P < 0.05. Most videos were uploaded by dentists (64.2%), and 71.7% were educational. The mean VCQ score was 9.98 ± 3.95, indicating low-to-moderate content quality. Videos uploaded by professionals had higher quality scores (p < 0.001), while 56.6% were of poor content quality. Although YouTube™ is a widely used source for health information, videos on lip repositioning surgery lack sufficient educational value and reliability. Professional content creation should be encouraged.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0327194.t001(source: https://plos.figshare.com/articles/dataset/Descriptive_characteristics_of_YouTube_videos_/30169956)。

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