原发肿瘤数据集
包含原发肿瘤位置信息的临床表格数据集，用于肿瘤分类研究。
基本信息
资源简介
原发肿瘤数据集
【数据内容】
源站原始描述：Primary tumors in people. Contribute to datasets/primary-tumor development by creating an account on GitHub
【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://github.com/datasets/primary-tumor
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
git clone https://github.com/datasets/primary-tumor.git
curl -L -o repo.zip https://github.com/datasets/primary-tumor/archive/refs/heads/main.zip
unzip repo.zip
源站 README 摘录（使用方式）
This is a dataset about primary tumors in people.
Locations of primary tumors are locations in body where the tumor first appeared
and from there started to metastasize to other parts of the body.
Data
This dataset was found on OpenML - primary-tumor
This primary tumor domain was obtained from the University Medical Centre,
Institute of Oncology, Ljubljana, Yugoslavia. Thanks go to
M. Zwitter and M. Soklic for providing the data.
_Please include this citation if you plan to use this database.
Data is located in directory data
data/primary-tumor.csv
Preparation
To get our output data several things are done to input data:
- missing values marked with “?” are replaced with “”(empty space)
- all " are removed
- all ‘’ are removed
- yes and no values are replaced with true and false
Scripts are in directoryscripts
scripts/main.py
License
Licensed under the Public Domain Dedication and License (assuming
either no rights or public domain license in source data).
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))
数据缺失？
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⚡️ 需要数据支持或标注服务？立即联系我们获取专业方案。
