COVID-19韩国数据集

数据集获取

git clone https://github.com/ThisIsIsaac/COVID-19_Korea_Dataset.git

curl -L -o repo.zip https://github.com/ThisIsIsaac/COVID-19_Korea_Dataset/archive/refs/heads/master.zip
unzip repo.zip

源站 README 摘录（使用方式）

COVID-19 Korea Dataset with patient routes and visualizer

We are currently in the process of officially partnering up with the Korean CDC to bring more accurate and up-to-date data. And the most powerful tool to expedite the process is the sign of support from developers like you. So if you liked our work, please leave a :star: and share this with others. Your support makes our work meaningful. Thanks. - Isaac

Kaggle

Also checkout our Kaggle dataset.

1. COVID-19 Korea Dataset with Patient Routes

Dataset components:

1. Patient routes (more coming!)
2. Patient age / gender / diagnosed date

2. Epidemics & Medical Statistics

Dataset components:

1. 22 major epidemics
2. 16 vaccines
3. 7 chronic diseases
4. 5 major cancers
5. Annual health screening results
6. Medical facilities
7. Population
8. Depression & mental health
9. Life satisfaction

3. Multi-variate & Time-scrollable Data Visualizer

Coming soon!

Key features:

1. Displays infected patient route and regional patient count
2. Visualizes changes in the number of patients and route with time
3. Displays non-COVID-19 data as heatmap

Upcoming

• [ ] Official partnership with the Korean CDC (in progress)

• [ ] More patient routes from non-Seoul provinces

• [ ] Daily-updates on COVID-19

• [ ] Release visualizer

• [ ] More features for the visualizer

• [ ] More non-COVID-19 data

How to Give Feedback

• Data request: Fill out this issue to request for specefic data, and we will try our best to gather them.

• Errors in values: Fill out this issue if there are alarming errors in the existing data.

DS4C (Data Science for COVID-19) Project

1. To reprocess information provided by KCDC and local governments for easy data analysis
2. To find meaningful patterns by applying various data mining or visualization techniques

• Chief Research Director
  • Jihoo Kim
  • [JoongKun Lee](ht

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/ThisIsIsaac/COVID-19_Korea_Dataset