空气污染对眼表疾病在线医疗咨询影响数据表1

数据集获取（Figshare）

• 源站标题：Data Sheet 1_Effect of air pollution on online medical consultations for ocular surface diseases in China.docx
• DOI：10.3389/fpubh.2025.1627435.s001
• 发布日期：2025-11-26
• 文件数：1 个
• 文件总体积：525.07 KB
• 源站页面：https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Effect_of_air_pollution_on_online_medical_consultations_for_ocular_surface_diseases_in_China_docx/30718613

命令行下载

curl -L -o "Data Sheet 1_Effect of air pollution on online medical consultations for ocular surface diseases in China.docx" "https://ndownloader.figshare.com/files/59853581"

文件清单

• Data Sheet 1_Effect of air pollution on online medical consultations for ocular surface diseases in China.docx（525.07 KB）

文件总体积 525.07 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

BackgroundOcular Surface Diseases (OSDs), such as dry eye disease and conjunctivitis, pose significant public health challenges globally, especially in China where they affect millions and lead to substantial economic costs. With the development of digital technology, online consultations have become increasingly popular, yet the association between environmental factors and the volume of online consultations for OSDs remains unclear. This study explores the impact of environmental factors, particularly air pollution, on the volume of online consultations for OSDs in China.
MethodsWe used web crawler technology to obtain OSDs online consultation data from China’s leading online medical platform “Good Doctor Online” from 2015–2019, and used correlation methods and fixed-effects regression models to analyze the impact of air pollution on the volume of online consultations for OSDs, and its potential regional variations and seasonal trends.
ResultsThe results reveal significant positive correlations between online consultations for OSDs and air pollutants, notably PM10, and NO2 (p 10 significantly affect online consultation volumes, indicating that worsening air quality directly alters health-seeking behavior. Additionally, the impact of air pollution on online consultations shows regional variability: AQI, PM2.5, and CO were notably impactful in the Fenwei Plain, SO2 in the Jiangsu-Zhejiang-Shanghai region, and NO₂ in the Beijing-Tianjin-Hebei and Zhujiang Delta regions. Seasonal trends also showed peaks in consultation volumes corresponding with periods of high pollution, particularly during summer and winter.
ConclusionOur findings demonstrate that air pollution is positively associated with online consultations for OSDs, with AQI and PM10 showing particularly robust effects. The impacts vary by region—different pollutants play a dominant role in different areas—and consultations tend to peak during highly polluted summer and winter seasons.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fpubh.2025.1627435.s001（source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Effect_of_air_pollution_on_online_medical_consultations_for_ocular_surface_diseases_in_China_docx/30718613）。