Coronavirus Dresden
This script collects official infection statistics published by the city of Dresden and saves them to InfluxDB. From there the data can be processed and visualised using the SQL-like query language InfluxQL and, for instance, Grafana.
Subsequent changes to the published data set can also be detected and routinely logged.
Data sets are archived here.
Note The coronavirus dashboard based on this script and database was hosted at coronavirus-dresden.de during the COVID-19 pandemic. On 04/26/2023, it was discontinued after more than two years. Thanks to all who accompanied and actively supported this project throughout that time!
❤️
Data source
The raw data provided by the city of Dresden and visualised on their Dashboard is obtained from the following source:
Data is available under an open licence compatible with CC-BY: Landeshauptstadt Dresden, dl-de/by-2-0, opendata.dresden.de.
Install
Get this repository:
git clone https://github.com/jdieg0/coronavirus-dresden.git
If desired, the data archive can be retrieved with:
cd coronavirus-dresden
git submodule update --init --recursive
If you want to load new data in the future, git pull inside the subdirectory:
cd data
git checkout main
git pull
Using a virtual environment of your choice for Python is recommended. An exemplary installation with venv is described below.
venv (recommended)
Set up Python environment:
python3 -m venv venv
source venv/bin/activate
pip install -r requirements.txt
InfluxDB (required)
macOS
brew install influxdb
brew services start influxdb
Ubuntu
wget -qO- https://repos.influxdata.com/influxdb.key | sudo apt-key add -
source /etc/lsb-release
echo "deb https://repos.influxdata.com/${DISTRIB_ID,,} ${DISTRIB_CODENAME} stable" | sudo tee /etc/apt/sources.list.d/influxdb.list
sudo apt-get update && sudo apt-get install influxdb
sudo service influxdb start
Python API
Helpful resources:
Grafana (optional)
mac OS
brew install grafana
brew services start grafana
Run
python collect.py
cron
To search for new data regularly, enter:
sudo crontab -e
Add the following line to run the script every 5 minutes (adapt paths to suit your own installation):
*/5 * * * * /root/bin/coronavirus-dresden/venv/bin/python /root/bin/coronavirus-dresden/collect.py --log --archive-json
If you just want to routinely save new published JSON files and are not interested in saving the data to InfluxDB, you can do this by typing:
python collect.py --skip-influxdb
Command line arguments
To display all data collection options, type:
python collect.py --help