马来西亚轮状病毒胃肠炎住院导致的家庭灾难性医疗支出和贫困数据(S1文件)
马来西亚轮状病毒胃肠炎住院导致家庭灾难性医疗支出和贫困影响的表格数据集,含缺失值处理和贫困分析表。

基本信息
资源简介
马来西亚轮状病毒胃肠炎住院导致的家庭灾难性医疗支出和贫困数据(S1文件)
【数据集背景】
本数据集源站标题为《S1 File - Household Catastrophic Healthcare Expenditure and Impoverishment Due to Rotavirus Gastroenteritis Requiring Hospitalization in Malaysia》。配套论文《Household Catastrophic Healthcare Expenditure and Impoverishment Due to Rotavirus Gastroenteritis Requiring Hospitalization in Malaysia》发表于 PLOS ONE(2015),DOI:10.1371/journal.pone.0125878。源站首次发布:2015-05-05。
【数据内容】
源站原始描述:Text A. Handling of Missing Values. Table A. Missing Values for Total Household Income at UMMC, Kuala Lumpur and HSNZ, Kuala Terengganu. UMMC, University of Malaya Medical Centre; HSNZ, Hospital Sultanah Nur Zahirah. Table B. Poverty Impact of hospitalization for acute gastroenteritis at UMMC, Kuala Lumpur and HSNZ, Kuala Terengganu. Note: The imputed dataset uses pooled imputed values for Total Household Income. In the complete case analysis, cases with missing values for Total Household Income…
【数据结构与技术规格】
文件数 1 个,合计 28.09 KB。S1_File.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,28.09 KB。数据集 DOI:10.1371/journal.pone.0125878.s001。
【主题与分类】
源站学科分类:Biological Sciences、Science Policy。主题标签:healthcare expenditure、healthcare payments、Rotavirus Gastroenteritis Requiring Hospitalization、Kuala Terengganu、Kuala Lumpur、household Catastrophic Healthcare Expenditure、Malaysia BackgroundWhile healthcare costs、658 stool samples、Universal rotavirus vaccination、poverty impact。
【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/_Household_Catastrophic_Healthcare_Expenditure_and_Impoverishment_Due_to_Rotavirus_Gastroenteritis_Requiring_Hospitalization_in_Malaysia_/1404762
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Loganathan, Tharani; Lee, Way-Seah; Lee, Kok-Foo; Jit, Mark; Ng, Chiu-Wan (2015). S1 File - Household Catastrophic Healthcare Expenditure and Impoverishment Due to Rotavirus Gastroenteritis Requiring Hospitalization in Malaysia. PLOS ONE. Dataset
【使用注意】
· 源站最后修改于 2023-06-03,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:S1 File - Household Catastrophic Healthcare Expenditure and Impoverishment Due to Rotavirus Gastroenteritis Requiring Hospitalization in Malaysia
- DOI:10.1371/journal.pone.0125878.s001
- 发布日期:2015-05-05
- 文件数:1 个
- 文件总体积:28.09 KB
- 源站页面:https://plos.figshare.com/articles/dataset/_Household_Catastrophic_Healthcare_Expenditure_and_Impoverishment_Due_to_Rotavirus_Gastroenteritis_Requiring_Hospitalization_in_Malaysia_/1404762
命令行下载
curl -L -o "S1_File.docx" "https://ndownloader.figshare.com/files/2053308"
文件清单
S1_File.docx(28.09 KB)
文件总体积 28.09 KB(源站 API 实测)。
数据加载示例(表格/文本类)
import pandas as pd, glob, os
files = (glob.glob(os.path.join(path, "**", "*.csv"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.tsv"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.xlsx"), recursive=True))
print("数据文件:", files)
df = pd.read_csv(files[0])
print(df.shape); print(df.columns.tolist()); print(df.head(3))
数据说明
Text A. Handling of Missing Values. Table A. Missing Values for Total Household Income at UMMC, Kuala Lumpur and HSNZ, Kuala Terengganu. UMMC, University of Malaya Medical Centre; HSNZ, Hospital Sultanah Nur Zahirah. Table B. Poverty Impact of hospitalization for acute gastroenteritis at UMMC, Kuala Lumpur and HSNZ, Kuala Terengganu. Note: The imputed dataset uses pooled imputed values for Total Household Income. In the complete case analysis, cases with missing values for Total Household Income are deleted. All values are reported in 2009 United States Dollar (US$), as mean (± standard deviation, SD). During the study period, 1 USD was equivalent to 3.36 Malaysian Ringgit (RM). Poverty line income in 2009 for urban regions, Kuala Lumpur US$ 219.03 and rural regions, Kuala Terengganu US$ 211.08 [15]. UMMC, University of Malaya Medical Centre; HSNZ, Hospital Sultanah Nur Zahirah.
(DOCX)
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0125878.s001(source: https://plos.figshare.com/articles/dataset/_Household_Catastrophic_Healthcare_Expenditure_and_Impoverishment_Due_to_Rotavirus_Gastroenteritis_Requiring_Hospitalization_in_Malaysia_/1404762)。
数据缺失?
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