美国各州视网膜外科手术公共需求与供应的地理模式:支持数据
美国各州视网膜疾病与手术的谷歌趋势搜索量及专科医生密度数据,用于分析视网膜外科护理需求与供应的地理模式。

基本信息
资源简介
美国各州视网膜外科手术公共需求与供应的地理模式:支持数据
【数据集背景】
本数据集源站标题为《Geographic Patterns in Public Demand and Supply for Surgical Retina in U.S. States: Supporting Data》。源站首次发布:2025-09-26。
【数据内容】
源站原始描述:This dataset supports the research article "Geographic Patterns in Public Demand and Supply for Surgical Retina in U.S. States: A Google Trends Analysis." The data includes: 1. Google Trends Relative Search Volume (RSV) data for retinal conditions and surgical procedures across all 50 U.S. states and Washington D.C. from 2004-2023 2. Retina specialist density calculations per 100,000 residents by state 3. Calculated Relative Demand Index (RDI) values comparing public search interest to specialis…
主表 EpiretinalMembrane.csv 含 2 列、样本前 51 行结构完整。
主表 MacularHole.csv 含 2 列、样本前 51 行结构完整。
【数据结构与技术规格】
文件数 6 个,合计 824.92 KB。EpiretinalMembrane.csv:text/csv,699 B。SurgicalRetina_HeatMaps.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,821.41 KB。MacularHole.csv:text/csv,697 B。数据集 DOI:10.6084/m9.figshare.30223255.v1。
【主题与分类】
源站学科分类:Disease surveillance、Epidemiological modelling。主题标签:Retinal surgery、healthcare access data、retina specialists、geographical disparities、Public health United States History。
【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。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。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://figshare.com/articles/dataset/Geographic_Patterns_in_Public_Demand_and_Supply_for_Surgical_Retina_in_U_S_States_Supporting_Data/30223255
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Bouras, Andrew; Samayamanthula, Sai; Hage, Tamer; Chetla, Nitin; Tandon, Mihir (2025). Geographic Patterns in Public Demand and Supply for Surgical Retina in U.S. States: Supporting Data. figshare. Dataset
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)
- 源站标题:Geographic Patterns in Public Demand and Supply for Surgical Retina in U.S. States: Supporting Data
- DOI:10.6084/m9.figshare.30223255.v1
- 发布日期:2025-09-26
- 文件数:6 个
- 文件总体积:824.92 KB
- 源站页面:https://figshare.com/articles/dataset/Geographic_Patterns_in_Public_Demand_and_Supply_for_Surgical_Retina_in_U_S_States_Supporting_Data/30223255
命令行下载
curl -L -o "EpiretinalMembrane.csv" "https://ndownloader.figshare.com/files/58307329"
curl -L -o "SurgicalRetina_HeatMaps.xlsx" "https://ndownloader.figshare.com/files/58307332"
curl -L -o "MacularHole.csv" "https://ndownloader.figshare.com/files/58307356"
curl -L -o "RetinalDetachment.csv" "https://ndownloader.figshare.com/files/58307359"
curl -L -o "ScleralBuckle.csv" "https://ndownloader.figshare.com/files/58307362"
curl -L -o "Vitrectomy.csv" "https://ndownloader.figshare.com/files/58307365"
文件清单
EpiretinalMembrane.csv(699 B)SurgicalRetina_HeatMaps.xlsx(821.41 KB)MacularHole.csv(697 B)RetinalDetachment.csv(719 B)ScleralBuckle.csv(699 B)Vitrectomy.csv(697 B)
文件总体积 824.92 KB(源站 API 实测)。
数据说明
This dataset supports the research article “Geographic Patterns in Public Demand and Supply for Surgical Retina in U.S. States: A Google Trends Analysis.” The data includes:
- Google Trends Relative Search Volume (RSV) data for retinal conditions and surgical procedures across all 50 U.S. states and Washington D.C. from 2004-2023
- Retina specialist density calculations per 100,000 residents by state
- Calculated Relative Demand Index (RDI) values comparing public search interest to specialist availability
- State population data from U.S. Census Bureau
- Comprehensive state-by-state analysis tables
The dataset enables replication of the study findings and supports further research on geographic disparities in surgical retinal care access. Data sources include publicly accessible Google Trends, American Academy of Ophthalmology directory, and U.S. Census Bureau population estimates.
Files included:
- Processed Google Trends data by state and search term
- Retina specialist counts and density calculations
- RDI calculations and analysis tables
- Supporting documentation and methodology notes
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.30223255.v1(source: https://figshare.com/articles/dataset/Geographic_Patterns_in_Public_Demand_and_Supply_for_Surgical_Retina_in_U_S_States_Supporting_Data/30223255)。
数据缺失?
依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。
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