Countywise German COVID-19 Dataset with Neighbourhood Information
Authors/Creators
- 1. Deutsches Zentrum für Luft- und Raumfahrt DLR Standort Braunschweig
Description
This dataset is an agregated dataset from the thesis of Sujatha Ramesh available at https://elib.dlr.de/202862/ . It is constructed by integrating two datasets :
1) Daily COVID 19 cases in each district of Germany for year 2020. The source of this dataset is - Infection Radar by gesund.bund.de available at Infektionsradar
2) Inwards mobility dataset in each district of Germany for year 2020. Original source is Experimental data - Mobility indicators based on mobile network data - German Federal Statistical Office
The two datasets are integrated to provide the daily cases, hotspot for each county with the inwards mobility and change in the mobility from the previous year. Further this dataset was enhanced by adding the information about neighbouring counties and cases.
For the modelling and study of COVID 19 disease, this dataset is a good source for Germany.
| Variables | Definition | ||||||
| Reporting_Date | Date when the cases were officially registered | ||||||
| District_ID | German districts/counties official identification number | ||||||
| Population | Population of the district | ||||||
| Total_Cases | Total number of reported cases | ||||||
| New_Cases | New cases | ||||||
| 7_Day_Cases | Total number of reported cases in last 7 days | ||||||
| 7_Day_Incidence | 7 days Incidence rate per 100,000 inhabitants | ||||||
| Hotspot | Binary variable, hotspot is when it is 1. It is calculated based on greater than 75 cases per 7 days per 100,000 inhabitants | ||||||
| Longitude | Longitude of the district | ||||||
| Latitude | Latitude of the district | ||||||
| Number_of_Deaths | Number of deaths | ||||||
| Federal_State | Name of the state | ||||||
| District | Name of the district | ||||||
| Daily_District_Mobility_Inward | Daily inwards mobility | ||||||
| Mobility_Change_Value | Calculated district wide mobility change which shows how patterns of movement have changed from the year before | ||||||
| Neighbor_Total_Cases | Aggregated data from neighbouring regions of each county | ||||||
| Neighbor_New_Cases | Aggregated new data from neighbouring regions of each county | ||||||
| Neighbor_7_Day_Cases | Aggregated seven day cases from neighbouring regions of each county | ||||||
| Neighbor_7_Day_Incidence | Aggregated seven day incidence rate from neighbouring regions of each county | ||||||
| Neighbor_Number_of_Deaths | Aggregated number of death from neighbouring regions of each county | ||||||
Files
hotspot_neighbors_dataset_processed.csv
Files
(26.5 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:77c953af803ed70fb8a70913a5abb42f
|
26.5 MB | Preview Download |