Covid-19 Data Sources List

• John Hopkins CSSE Numerical Data : Numerical Data on Daily Reports, Confirmed and Deaths along with Time Series Data(Date Wise) for US and Global.
• COVID-19 India : Time Series Data(Date Wise) on Indian States with datapoints as Confirmed, Recovered and Deaths.
• COVID-19 Globabl Data API : Time Series Data(Date Wise) on Countries with same datapoints as above.
• Chinese Patients Data : Data of ~3K Chinese Patients updated upto 13th March with datapoints as date, symptoms, locations, gender, death etc
• Kaggle Dataset COVID-19 : Data by a Kaggler SRK which is same as John Hopkins Data(quoted as the data source).
• Country Wise Government Response Data : The Oxford COVID-19 Government Response Tracker (OxCGRT) provides a systematic cross-national, cross-temporal measure to understand how government responses have evolved over the full period of the disease’s spread.
• Country Wise Variable Data Testing Kits, Hospital Beds etc : Testing Kits, Hospital Beds, Population, TestPopulation, UrbanPopulation etc etc all of numeric quantifications for a country to track various significant data points are available in it.
• Kaggle Other Country Level Data : Other Datasets on Kaggle for Country Level Data Points.

Tools

• COVID-19 Tools :
  • Search Engine for Papers
  • Research Assistant
  • Epidemeological Models
  • Forcasts
  • Meta Evidence : For Tracking Trials

Literature Review Classified by Types

• Transmission, Incubation and Environmental Stability
  • Diagnostics
  • Incubation Period
  • Asymptomatic Shedding
  • Physical Science
  • Persistence of Sources
  • Persistence of Surfaces
  • Seasonality
• Risk Factors
  • Hypertension
  • Heart Disease
  • Diabetes
  • COPD
  • Smoking Status
  • Age
  • Previous Stroke
  • Cerebovascular Disease
  • Respiratory System Disease
  • Cancer
  • Chronic Kidney, Respiratory, Liver Disease
  • Drinking
  • Obese

Genomic Data

• Genomic epidemiology of novel coronavirus
• Wuhan coronavirus 2019-nCoV protease homology model

Articles

• Early Transmission Dynamics in Wuhan, China, of Novel Coronavirus–Infected Pneumonia
• The New England Journal of Medicine : 120+ Articles

Tweet Data

• IEEE COVID-19 Tweets March 20 -
• Tweet IDs Jan to April 10 Languages 100M+

NLP

• Allen AI COVID Challenge : Contains json of 15k+ Research papers and articles along with embeddings for this dataset.
  • COVID-19 Research Engine with BM25 and Specter Embeddings
  • COVID-19 Literature Clustering
  • COVID-19 EDA Cleaning
  • COVID-19 Data Report
  • COVID-19 Knowledge Discovery