COVID19 Api based on Johns Hopkins CSSE data (more data sources are coming).
The intent of this project is to create an API which will make easier to access the COVID19 reports provided by the Johns Hopkins CSSE and other data sources available. Using this API researchers can concentrate their efforts on data analysis while we take care of retriving the data, cleaning it and keeping the database always updated.
- Johns Hopkins CSSE: https://github.com/CSSEGISandData/COVID-19
We have essentially reached an MVP status (see #20 for more information) and live data is available at https://api.covid19data.cloud
Now we are working on improving features (like adding more query filters for existing endpoints) and better cleaning the available data.
The next step will be to add more data sources.
In [1]: import requests
In [2]: response = requests.get('https://api.covid19data.cloud/v1/jh/daily-reports?last_update_from=2020-04-01&last_update_to=2020-04-03&country=Italy')
In [3]: response.json()
Out[3]:
[{'id': 35343,
'country_region': 'Italy',
'province_state': None,
'fips': None,
'admin2': None,
'last_update': '2020-04-01T21:58:34',
'confirmed': 110574,
'deaths': 13155,
'recovered': 16847},
{'id': 37895,
'country_region': 'Italy',
'province_state': None,
'fips': None,
'admin2': None,
'last_update': '2020-04-02T23:25:14',
'confirmed': 115242,
'deaths': 13915,
'recovered': 18278}]
Further API documentation is available at https://api.covid19data.cloud/docs
You will need a postgres database to run the application. If you have docker installed, then you can create a database by running
docker-compose up db
This creates an empty database called covidapi, and a user called covidapi with password dummypassword.
If you run docker-compose up instead of docker-compose up db, the whole app will be run inside docker as well.
The first time you do this you will need to run docker-compose exec app python /covidapi/covidapi/import_data.py to import the data.
To run the app directly you will need python 3.7 or later.
Create a virtualenv, activate it, and then install the dependencies:
python -m venv env
source ./env/bin/activate
pip install -r requirements.txt
To import the data, run
python import_data.py jh --all
Then you can run the app with:
uvicorn covidapi.app:app --reload
The API will be served at http://localhost:8000/
The API docs are served at http://localhost:8000/docs
The lastest master branch is automatically deployed to Heroku whenever a pull request is merged (and tests are passing on CircleCI).
See deploying to heroku.
- Heroku: for sponsoring the costs of running the service
We are doing our best to keep the available data updated, clean (removing duplicates), and to provide a reliable service, but we are not in any way responsible for the accuracy of the data nor for the availability of the service itself. Please use it at your own risk.
Abuse notice: we are currently not requiring any registration or authentication to use this service because we would like to keep it as simple as possible. Please do not abuse the service or you will force us to require a registration (subject to approval) to continue using it.