数据集获取

git clone https://github.com/neilxlawrence/I-CAH_Blood_Pressure.git

curl -L -o repo.zip https://github.com/neilxlawrence/I-CAH_Blood_Pressure/archive/refs/heads/main.zip
unzip repo.zip

源站 README 摘录（使用方式）

I-CAH_Blood_Pressure

Data analysis code for I-CAH Blood Pressure Analysis by Neil Lawrence
This repository contains code used to analyse data from the International Congenital Adrenal Hyperplasia Registry study 202107_NL
Please note, this repository does not contain patient level data. Patient level data may only be obtained by formal data request from the data controller. Please search ‘‘I-CAH Registry’’ and apply for patient level data directly from the data controller.
Once patient level data is obtained from the data controller, correct the pathway to the extracted csv file within the code
Also copy the folder bp_functions_folder and it’'s contents into your main directory
Create an empty folder ‘‘bp_data_files_to_load’’ within your main directory
Assess the need for other data files within code and insert these wtihin ‘‘Other Data Extractions’’ as necessary, dependent upon the form in which your data is provided by the data controller
The files are then designed to be run in order, and will load previously prepared data files. This allows the code to be run separately, as the total run time is long, allowing for any bespoke adjustments to be targeted within specific files
Queries to n.r.lawrence@sheffield.ac.uk

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))

完整仓库：github.com/neilxlawrence/I-CAH_Blood_Pressure