ThisIsIsaac/Data-Science-for-COVID-19

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 ⭐ 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

• Senior Research Engineer

  • SeoJin Jang
  • SeongHan Ryoo
  • YeonJun In
  • WonCheol Lee
  • DongHwan Jang
  • Jimi Kim
  • MuHwan Kim (absent)

• Research Engineer

  • BoYoung Song
  • KyeongWook Jang
  • MinSeok Jung
  • SangWook Park
  • TaeHyeong Park
  • WanSik Choi
  • YouNa Jung

• Former Maintainer

  • JuHwan Park
  • Won Hwang

• Logo Designer

  • RinChong Kim

Partnership

1) Competition

• COVID-19 Visualization & AI Competition (DACON)
  • 2020.03.29 ~ 2020.05.10
  • Winners' Code 1st Place (Visualizing Korea) 2nd Place (Job_seeker) 3rd Place (Mulcamer)
• Post-Corona Data Visualization Competition (KT)
  • 2020.07.01 ~ 2020.07.31
• Transport Big Data Online Hackathon (Ministry of Land, Infrastructure and Transport)
  • 2020.07.14 ~ 2020.09.04

2) Research

• Maggie Munkhjargal (Harvard T.H. Chan School of Public Health)
• Gwang-Jin Kim (University of Freiburg)
• Sofia K. Mettler (Swiss Federal Institute of Technology, University of Zurich)
• Myung-Bae Park (Department of Gerontology Health and Welfare, Pai Chai University)
• Jinhee Lee (Department of Psychiatry, Yonsei University Wonju College of Medicine)
• Sun Kim (Harvard T.H. Chan School of Public Health)
• Ardiansyah Ardiansyah (Chonnam National University)
• Atina Husnayain (College of Medical Science and Technology, Taipei Medical University)
• Carlos Saez (Universitat Politècnica de València & Harvard Medical School)
• Dimitrios E. Kouzoukas (Edward Hines, Jr. VA Hospital & Loyola University Chicago)
• Tanima Bose (Ludwig-Maximilian University of Munich)
• Keumseok Peter Koh (Faculty of Social Sciences, The University of Hong Kong)

3) Media

• News articles
  • ZDNet Korea (2020.03.05)
  • The Electronic Times (2020.03.06)
  • The Korea Economic Daily (2020.03.10)
  • The Washington Post (2020.03.25)
• Blog posts
  • Databricks (2020.04.14)
  • DataRobot (2020.05.08)

4) Sponsor

• Google Korea (Soonson Kwon)
• Slack Technologies (Andy Pflaum)
• Notion Labs

5) Partner

• Big Leader Institute
• MINDs Lab
• SK Telecom Geovision
• Databricks
• CoronaBoard

License

CC BY-NC-SA 4.0