含糖饮料消费减少的医疗保健节省预测数据集
模拟减少含糖饮料消费10%-50%后，考虑BMI效应和热量补偿，预测2013-2022年美国医疗保健支出节省的表格数据集。
基本信息
资源简介
含糖饮料消费减少的医疗保健节省预测数据集
【数据集背景】
本数据集源站标题为《Projected healthcare savings from 2013–2022 after a 10–50% SSB consumption reduction with a moderate BMI effect, in 2012 US dollars – in millions (Percent change).》。源站首次发布：2013-12-11。
【数据内容】
源站原始描述：*Assumes 39% caloric compensation that will result from replacing 1/3 of the reduced SSB consumption with water, 1/3 with diet drinks, and the remaining 1/3 with other caloric beverages such as milk and juice. **Diabetes cost is adjusted to only reflect diabetes direct healthcare costs. ***Diabetes related CHD cost represents excess CHD that could be avoided as a result of the avoided diabetes cases from reduced SSB consumption. †Reflects total CHD treatment cost
【数据结构与技术规格】
文件数 1 个，合计 5.63 KB。Table_5.xls：application/vnd.ms-excel，5.63 KB。数据集 DOI：10.1371/journal.pone.0081723.t005。
【主题与分类】
源站学科分类：Biological Sciences、Science Policy。主题标签：healthcare、savings、ssb、bmi、2012、dollars、millions。
【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/_Projected_healthcare_savings_from_2013_8211_2022_after_a_10_8211_50_SSB_consumption_reduction_with_a_moderate_BMI_effect_in_2012_US_dollars_8211_in_millions_Percent_change_/875009
使用许可：CC BY 4.0（https://creativecommons.org/licenses/by/4.0/）。
规范引用：A. Mekonnen, Tekeshe; C. Odden, Michelle; G. Coxson, Pamela; Guzman, David; Lightwood, James; Claire Wang, Y.; et al. (2015). Projected healthcare savings from 2013–2022 after a 10–50% SSB consumption reduction with a moderate BMI effect, in 2012 US dollars – in millions (Percent change).. PLOS ONE.…
【使用注意】
· 源站最后修改于 2023-05-30，引用时请注意版本时效。
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：Projected healthcare savings from 2013–2022 after a 10–50% SSB consumption reduction with a moderate BMI effect, in 2012 US dollars – in millions (Percent change).
- DOI：10.1371/journal.pone.0081723.t005
- 发布日期：2013-12-11
- 文件数：1 个
- 文件总体积：5.63 KB
- 源站页面：https://plos.figshare.com/articles/dataset/_Projected_healthcare_savings_from_2013_8211_2022_after_a_10_8211_50_SSB_consumption_reduction_with_a_moderate_BMI_effect_in_2012_US_dollars_8211_in_millions_Percent_change_/875009
命令行下载
curl -L -o "Table_5.xls" "https://ndownloader.figshare.com/files/1311540"
文件清单
Table_5.xls（5.63 KB）
文件总体积 5.63 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
*Assumes 39% caloric compensation that will result from replacing 1/3 of the reduced SSB consumption with water, 1/3 with diet drinks, and the remaining 1/3 with other caloric beverages such as milk and juice.
**Diabetes cost is adjusted to only reflect diabetes direct healthcare costs.
***Diabetes related CHD cost represents excess CHD that could be avoided as a result of the avoided diabetes cases from reduced SSB consumption.
†Reflects total CHD treatment cost.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0081723.t005（source: https://plos.figshare.com/articles/dataset/_Projected_healthcare_savings_from_2013_8211_2022_after_a_10_8211_50_SSB_consumption_reduction_with_a_moderate_BMI_effect_in_2012_US_dollars_8211_in_millions_Percent_change_/875009）。
需要用于商业化训练或医疗器械注册（NMPA/FDA）？
公开数据往往缺乏完整的病理回证与专家标注。千方医数集依托陕川双基地与超十家三甲医院直连，提供完全合规、去标识化、支持注册级质控的专病数据集交易服务。
