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EV Charging Data Pipeline

Active
Complete pipeline for E-mobility charging stations data from Bundesnetzagentur

Recent Downloads (9)

LadesÀulenregister CSV

Raw CSV data of EV charging stations from Bundesnetzagentur LadesÀulenregister
Downloaded: Dec 15, 2025 03:00 (Effective: Dec 09, 2025)
https://data.bundesnetzagentur.de/Bundesnetzagentur/DE/Fachthemen/ElektrizitaetundGas/E-Mobilitaet/Ladesaeulenregister_BNetzA_2025-12-09.csv
Attribution Required:
Copyright Bundesnetzagentur.de
2 Creative Commons Attribution 4.0 International

LadesÀulenregister CSV

Raw CSV data of EV charging stations from Bundesnetzagentur LadesÀulenregister
Downloaded: Dec 08, 2025 03:00 (Effective: Oct 23, 2025)
https://data.bundesnetzagentur.de/Bundesnetzagentur/DE/Fachthemen/ElektrizitaetundGas/E-Mobilitaet/Ladesaeulenregister_BNetzA_2025-10-23.csv
Attribution Required:
Copyright Bundesnetzagentur.de
2 Creative Commons Attribution 4.0 International

LadesÀulenregister CSV

Raw CSV data of EV charging stations from Bundesnetzagentur LadesÀulenregister
Downloaded: Dec 01, 2025 03:00 (Effective: Oct 23, 2025)
https://data.bundesnetzagentur.de/Bundesnetzagentur/DE/Fachthemen/ElektrizitaetundGas/E-Mobilitaet/Ladesaeulenregister_BNetzA_2025-10-23.csv
Attribution Required:
Copyright Bundesnetzagentur.de
2 Creative Commons Attribution 4.0 International

LadesÀulenregister CSV

Raw CSV data of EV charging stations from Bundesnetzagentur LadesÀulenregister
Downloaded: Nov 24, 2025 03:00 (Effective: Oct 23, 2025)
https://data.bundesnetzagentur.de/Bundesnetzagentur/DE/Fachthemen/ElektrizitaetundGas/E-Mobilitaet/Ladesaeulenregister_BNetzA_2025-10-23.csv
Attribution Required:
Copyright Bundesnetzagentur.de
2 Creative Commons Attribution 4.0 International

LadesÀulenregister CSV

Raw CSV data of EV charging stations from Bundesnetzagentur LadesÀulenregister
Downloaded: Nov 17, 2025 03:00 (Effective: Oct 23, 2025)
https://data.bundesnetzagentur.de/Bundesnetzagentur/DE/Fachthemen/ElektrizitaetundGas/E-Mobilitaet/Ladesaeulenregister_BNetzA_2025-10-23.csv
Attribution Required:
Copyright Bundesnetzagentur.de
2 Creative Commons Attribution 4.0 International

LadesÀulenregister CSV

Raw CSV data of EV charging stations from Bundesnetzagentur LadesÀulenregister
Downloaded: Nov 10, 2025 03:00 (Effective: Oct 23, 2025)
https://data.bundesnetzagentur.de/Bundesnetzagentur/DE/Fachthemen/ElektrizitaetundGas/E-Mobilitaet/Ladesaeulenregister_BNetzA_2025-10-23.csv
Attribution Required:
Copyright Bundesnetzagentur.de
2 Creative Commons Attribution 4.0 International

LadesÀulenregister CSV

Raw CSV data of EV charging stations from Bundesnetzagentur LadesÀulenregister
Downloaded: Nov 03, 2025 20:50 (Effective: Oct 23, 2025)
https://data.bundesnetzagentur.de/Bundesnetzagentur/DE/Fachthemen/ElektrizitaetundGas/E-Mobilitaet/Ladesaeulenregister_BNetzA_2025-10-23.csv
Attribution Required:
Copyright Bundesnetzagentur.de
2 Creative Commons Attribution 4.0 International

LadesÀulenregister CSV

Raw CSV data of EV charging stations from Bundesnetzagentur LadesÀulenregister
Downloaded: Nov 03, 2025 03:00 (Effective: Oct 23, 2025)
https://data.bundesnetzagentur.de/Bundesnetzagentur/DE/Fachthemen/ElektrizitaetundGas/E-Mobilitaet/Ladesaeulenregister_BNetzA_2025-10-23.csv
Attribution Required:
Copyright Bundesnetzagentur.de
2 Creative Commons Attribution 4.0 International

LadesÀulenregister CSV

Raw CSV data of EV charging stations from Bundesnetzagentur LadesÀulenregister
Downloaded: Oct 27, 2025 15:29 (Effective: Oct 23, 2025)
https://data.bundesnetzagentur.de/Bundesnetzagentur/DE/Fachthemen/ElektrizitaetundGas/E-Mobilitaet/Ladesaeulenregister_BNetzA_2025-10-23.csv
Attribution Required:
Copyright Bundesnetzagentur.de
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Data Pipeline

Active
Complete pipeline for climate protection assessment data from Stadt-Land-Klima API

Recent Downloads (29)

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Dec 13, 2025 06:00 (Effective: Dec 13, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Dec 11, 2025 06:00 (Effective: Dec 11, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Dec 09, 2025 06:00 (Effective: Dec 09, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Dec 07, 2025 06:00 (Effective: Dec 07, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Dec 05, 2025 06:00 (Effective: Dec 05, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Dec 03, 2025 06:00 (Effective: Dec 03, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Dec 01, 2025 06:00 (Effective: Dec 01, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Nov 29, 2025 06:00 (Effective: Nov 29, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Nov 28, 2025 04:03 (Effective: Nov 28, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Nov 22, 2025 06:00 (Effective: Nov 22, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Nov 20, 2025 06:00 (Effective: Nov 20, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Nov 18, 2025 06:00 (Effective: Nov 18, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Nov 16, 2025 06:00 (Effective: Nov 16, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Nov 14, 2025 06:00 (Effective: Nov 14, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Nov 12, 2025 06:00 (Effective: Nov 12, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Nov 10, 2025 06:00 (Effective: Nov 10, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Nov 08, 2025 06:00 (Effective: Nov 08, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Nov 06, 2025 06:00 (Effective: Nov 06, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Nov 04, 2025 06:00 (Effective: Nov 04, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Nov 02, 2025 06:00 (Effective: Nov 02, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Oct 31, 2025 06:00 (Effective: Oct 31, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Oct 29, 2025 10:43 (Effective: Oct 29, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Oct 28, 2025 18:15 (Effective: Oct 28, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Oct 28, 2025 18:11 (Effective: Oct 28, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Oct 28, 2025 18:02 (Effective: Oct 28, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Oct 28, 2025 18:02 (Effective: Oct 28, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Oct 28, 2025 17:55 (Effective: Oct 28, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Oct 28, 2025 17:55 (Effective: Oct 28, 2025)
https://www.stadt-land-klima.de/backend
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Stadt-Land-Klima Municipality Data

Raw JSON data of municipality climate protection assessment from Stadt.Land.Klima! API
Downloaded: Oct 27, 2025 15:29 (Effective: Oct 27, 2025)
https://staging.stadt-land-klima.de/backend/items/municipalities?limit=-1&fields=score_ann,score_bh,score_cpma,score_energy,score_iec,score_total,score_transport,slug,ars,percentage_rated
Attribution Required:
Copyright Stadt.Land.Klima! e.V.(https://www.stadtlandklima.de/)
2 Creative Commons Attribution 4.0 International

Cycleway Infrastructure Data Pipeline

Active
Pipeline for analyzing bicycle infrastructure from OSM data, depends on OSM regional extracts

Recent Downloads (5)

Cycleway Infrastructure Analysis from OSM

Analysis of road network and bicycle infrastructure from OpenStreetMap regional extracts
Downloaded: Dec 09, 2025 05:00 (Effective: Oct 27, 2025)
https://www.openstreetmap.org/
Attribution Required:
Map data from OpenStreetMap.
5 Open Database License

Cycleway Infrastructure Analysis from OSM

Analysis of road network and bicycle infrastructure from OpenStreetMap regional extracts
Downloaded: Nov 27, 2025 15:17 (Effective: Oct 27, 2025)
https://www.openstreetmap.org/
Attribution Required:
Map data from OpenStreetMap.
5 Open Database License

Cycleway Infrastructure Analysis from OSM

Analysis of road network and bicycle infrastructure from OpenStreetMap regional extracts
Downloaded: Nov 18, 2025 05:00 (Effective: Oct 27, 2025)
https://www.openstreetmap.org/
Attribution Required:
Map data from OpenStreetMap.
5 Open Database License

Cycleway Infrastructure Analysis from OSM

Analysis of road network and bicycle infrastructure from OpenStreetMap regional extracts
Downloaded: Nov 04, 2025 05:00 (Effective: Oct 27, 2025)
https://www.openstreetmap.org/
Attribution Required:
Map data from OpenStreetMap.
5 Open Database License

Cycleway Infrastructure Analysis from OSM

Analysis of road network and bicycle infrastructure from OpenStreetMap regional extracts
Downloaded: Oct 28, 2025 05:00 (Effective: Oct 27, 2025)
https://www.openstreetmap.org/
Attribution Required:
Map data from OpenStreetMap.
5 Open Database License

Energy Data Pipeline (Wind + Solar)

Active
Complete pipeline for energy market master data from Marktstammdatenregister via Zenodo

Recent Downloads (8)

Marktstammdatenregister Raw Data

Raw wind and solar power unit data from Marktstammdatenregister via OpenMastr Project on Zenodo
Downloaded: Dec 08, 2025 04:00 (Effective: Mar 09, 2025)
https://zenodo.org/records/14843222
Attribution Required:
Marktstammdatenregister - © Bundesnetzagentur fĂŒr ElektrizitĂ€t, Gas, Telekommunikation, Post und Eisenbahnen
1 Datenlizenz Deutschland - Namensnennung - Version 2.0

Marktstammdatenregister Raw Data

Raw wind and solar power unit data from Marktstammdatenregister via OpenMastr Project on Zenodo
Downloaded: Dec 01, 2025 04:00 (Effective: Mar 09, 2025)
https://zenodo.org/records/14843222
Attribution Required:
Marktstammdatenregister - © Bundesnetzagentur fĂŒr ElektrizitĂ€t, Gas, Telekommunikation, Post und Eisenbahnen
1 Datenlizenz Deutschland - Namensnennung - Version 2.0

Marktstammdatenregister Raw Data

Raw wind and solar power unit data from Marktstammdatenregister via OpenMastr Project on Zenodo
Downloaded: Nov 27, 2025 15:40 (Effective: Mar 09, 2025)
https://zenodo.org/records/14843222
Attribution Required:
Marktstammdatenregister - © Bundesnetzagentur fĂŒr ElektrizitĂ€t, Gas, Telekommunikation, Post und Eisenbahnen
1 Datenlizenz Deutschland - Namensnennung - Version 2.0

Marktstammdatenregister Raw Data

Raw wind and solar power unit data from Marktstammdatenregister via OpenMastr Project on Zenodo
Downloaded: Nov 24, 2025 04:00 (Effective: Mar 09, 2025)
https://zenodo.org/records/14843222
Attribution Required:
Marktstammdatenregister - © Bundesnetzagentur fĂŒr ElektrizitĂ€t, Gas, Telekommunikation, Post und Eisenbahnen
1 Datenlizenz Deutschland - Namensnennung - Version 2.0

Marktstammdatenregister Raw Data

Raw wind and solar power unit data from Marktstammdatenregister via OpenMastr Project on Zenodo
Downloaded: Nov 17, 2025 04:00 (Effective: Mar 09, 2025)
https://zenodo.org/records/14843222
Attribution Required:
Marktstammdatenregister - © Bundesnetzagentur fĂŒr ElektrizitĂ€t, Gas, Telekommunikation, Post und Eisenbahnen
1 Datenlizenz Deutschland - Namensnennung - Version 2.0

Marktstammdatenregister Raw Data

Raw wind and solar power unit data from Marktstammdatenregister via OpenMastr Project on Zenodo
Downloaded: Nov 09, 2025 12:51 (Effective: Mar 09, 2025)
https://zenodo.org/records/14843222
Attribution Required:
Marktstammdatenregister - © Bundesnetzagentur fĂŒr ElektrizitĂ€t, Gas, Telekommunikation, Post und Eisenbahnen
1 Datenlizenz Deutschland - Namensnennung - Version 2.0

Marktstammdatenregister Raw Data

Raw wind and solar power unit data from Marktstammdatenregister via OpenMastr Project on Zenodo
Downloaded: Nov 03, 2025 04:00 (Effective: Mar 09, 2025)
https://zenodo.org/records/14843222
Attribution Required:
Marktstammdatenregister - © Bundesnetzagentur fĂŒr ElektrizitĂ€t, Gas, Telekommunikation, Post und Eisenbahnen
1 Datenlizenz Deutschland - Namensnennung - Version 2.0

Marktstammdatenregister Raw Data

Raw wind and solar power unit data from Marktstammdatenregister via OpenMastr Project on Zenodo
Downloaded: Oct 27, 2025 15:52 (Effective: Mar 09, 2025)
https://zenodo.org/records/14843222
Attribution Required:
Marktstammdatenregister - © Bundesnetzagentur fĂŒr ElektrizitĂ€t, Gas, Telekommunikation, Post und Eisenbahnen
1 Datenlizenz Deutschland - Namensnennung - Version 2.0

Public Transport Score Data Pipeline

Active
Complete pipeline for public transport accessibility scores using population density, DE-ZVE, OSM and GTFS data

Recent Downloads (13)

GTFS Fahrplansolldaten fĂŒr Deutschland

General Transit Feed Specification (GTFS) data from DELFI e.V.
Downloaded: Nov 03, 2025 21:27 (Effective: Nov 03, 2025)
https://www.opendata-oepnv.de/ht/de/organisation/delfi/startseite?tx_vrrkit_view%5Baction%5D=details&tx_vrrkit_view%5Bcontroller%5D=View&tx_vrrkit_view%5Bdataset_name%5D=deutschlandweite-sollfahrplandaten-gtfs
Attribution Required:
GTFS Data from DELFI e.V.
4 Creative Commons Name Attribution (latest version)

KDE Weekly Public Transport Usage

Kernel Density Estimation for Weekly Time Use on Public Transport. For more information, contact <datascience@stadt-land-klima.de>
Downloaded: Nov 03, 2025 21:27 (Effective: Aug 10, 2025)
/data/manual_input/public_transport_data/weekly_transport_kde/20250810_kde_df.csv
Attribution Required:
RDC of the Federal Statistical Office and Statistical Offices of the Federal States of Germany, DOI: 10.21242/63911.2022.00.00.4.1.1, own calculations.
3 Citation required

JRC Census 2021 Population Grid

100m population density grid data from JRC Census 2021, clipped to Germany
Downloaded: Nov 03, 2025 21:27 (Effective: Dec 31, 2021)
http://data.europa.eu/89h/98336641-fd1c-4992-8c7b-c470dd5eb81e
Attribution Required:
Pigaiani, Cristian; Freire, Sergio; Batista, Filipe (2024): JRC-CENSUS population grid 2021. European Commission, Joint Research Centre (JRC) [Dataset] doi: 10.2905/98336641-fd1c-4992-8c7b-c470dd5eb81e PID: http://data.europa.eu/89h/98336641-fd1c-4992-8c7b-c470dd5eb81e
3 Citation required
Valid: from Jan 01, 2021 until Dec 31, 2021

GTFS Fahrplansolldaten fĂŒr Deutschland

General Transit Feed Specification (GTFS) data from DELFI e.V.
Downloaded: Oct 27, 2025 19:42 (Effective: Oct 27, 2025)
https://www.opendata-oepnv.de/ht/de/organisation/delfi/startseite?tx_vrrkit_view%5Baction%5D=details&tx_vrrkit_view%5Bcontroller%5D=View&tx_vrrkit_view%5Bdataset_name%5D=deutschlandweite-sollfahrplandaten-gtfs
Attribution Required:
GTFS Data from DELFI e.V.
4 Creative Commons Name Attribution (latest version)

KDE Weekly Public Transport Usage

Kernel Density Estimation for Weekly Time Use on Public Transport. For more information, contact <datascience@stadt-land-klima.de>
Downloaded: Oct 27, 2025 19:42 (Effective: Aug 10, 2025)
/data/manual_input/public_transport_data/weekly_transport_kde/20250810_kde_df.csv
Attribution Required:
RDC of the Federal Statistical Office and Statistical Offices of the Federal States of Germany, DOI: 10.21242/63911.2022.00.00.4.1.1, own calculations.
3 Citation required

GTFS Fahrplansolldaten fĂŒr Deutschland

General Transit Feed Specification (GTFS) data from DELFI e.V.
Downloaded: Oct 27, 2025 17:11 (Effective: Oct 27, 2025)
https://www.opendata-oepnv.de/ht/de/organisation/delfi/startseite?tx_vrrkit_view%5Baction%5D=details&tx_vrrkit_view%5Bcontroller%5D=View&tx_vrrkit_view%5Bdataset_name%5D=deutschlandweite-sollfahrplandaten-gtfs
Attribution Required:
GTFS Data from DELFI e.V.
4 Creative Commons Name Attribution (latest version)

KDE Weekly Public Transport Usage

Kernel Density Estimation for Weekly Time Use on Public Transport. For more information, contact <datascience@stadt-land-klima.de>
Downloaded: Oct 27, 2025 17:11 (Effective: Aug 10, 2025)
/data/manual_input/public_transport_data/weekly_transport_kde/20250810_kde_df.csv
Attribution Required:
RDC of the Federal Statistical Office and Statistical Offices of the Federal States of Germany, DOI: 10.21242/63911.2022.00.00.4.1.1, own calculations.
3 Citation required

GTFS Fahrplansolldaten fĂŒr Deutschland

General Transit Feed Specification (GTFS) data from DELFI e.V.
Downloaded: Oct 27, 2025 17:06 (Effective: Oct 27, 2025)
https://www.opendata-oepnv.de/ht/de/organisation/delfi/startseite?tx_vrrkit_view%5Baction%5D=details&tx_vrrkit_view%5Bcontroller%5D=View&tx_vrrkit_view%5Bdataset_name%5D=deutschlandweite-sollfahrplandaten-gtfs
Attribution Required:
GTFS Data from DELFI e.V.
4 Creative Commons Name Attribution (latest version)

KDE Weekly Public Transport Usage

Kernel Density Estimation for Weekly Time Use on Public Transport. For more information, contact <datascience@stadt-land-klima.de>
Downloaded: Oct 27, 2025 17:06 (Effective: Aug 10, 2025)
/data/manual_input/public_transport_data/weekly_transport_kde/20250810_kde_df.csv
Attribution Required:
RDC of the Federal Statistical Office and Statistical Offices of the Federal States of Germany, DOI: 10.21242/63911.2022.00.00.4.1.1, own calculations.
3 Citation required

None

None
Downloaded: Oct 27, 2025 16:31 (Effective: Oct 27, 2025)
https://download.geofabrik.de/europe/germany-latest.osm.pbf
Attribution Required:
Map data from OpenStreetMap.
5 Open Database License

GTFS Fahrplansolldaten fĂŒr Deutschland

General Transit Feed Specification (GTFS) data from DELFI e.V.
Downloaded: Oct 27, 2025 16:29 (Effective: Oct 27, 2025)
https://www.opendata-oepnv.de/ht/de/organisation/delfi/startseite?tx_vrrkit_view%5Baction%5D=details&tx_vrrkit_view%5Bcontroller%5D=View&tx_vrrkit_view%5Bdataset_name%5D=deutschlandweite-sollfahrplandaten-gtfs
Attribution Required:
GTFS Data from DELFI e.V.
4 Creative Commons Name Attribution (latest version)

KDE Weekly Public Transport Usage

Kernel Density Estimation for Weekly Time Use on Public Transport. For more information, contact <datascience@stadt-land-klima.de>
Downloaded: Oct 27, 2025 16:29 (Effective: Aug 10, 2025)
/data/manual_input/public_transport_data/weekly_transport_kde/20250810_kde_df.csv
Attribution Required:
RDC of the Federal Statistical Office and Statistical Offices of the Federal States of Germany, DOI: 10.21242/63911.2022.00.00.4.1.1, own calculations.
3 Citation required

JRC Census 2021 Population Grid

100m population density grid data from JRC Census 2021, clipped to Germany
Downloaded: Oct 27, 2025 16:29 (Effective: Dec 31, 2021)
http://data.europa.eu/89h/98336641-fd1c-4992-8c7b-c470dd5eb81e
Attribution Required:
Pigaiani, Cristian; Freire, Sergio; Batista, Filipe (2024): JRC-CENSUS population grid 2021. European Commission, Joint Research Centre (JRC) [Dataset] doi: 10.2905/98336641-fd1c-4992-8c7b-c470dd5eb81e PID: http://data.europa.eu/89h/98336641-fd1c-4992-8c7b-c470dd5eb81e
3 Citation required
Valid: from Jan 01, 2021 until Dec 31, 2021

Base Data Pipeline (VG250 + Population)

Active
Complete pipeline for VG250 administrative areas and population data from BKG

Recent Downloads (1)

VG250 Raw Data

Raw VG250 geographical data from Bundesamt fĂŒr Kartographie und GeodĂ€sie (BKG)
Downloaded: Oct 27, 2025 14:24 (Effective: Dec 31, 2023)
https://daten.gdz.bkg.bund.de/produkte/vg/vg250-ew_ebenen_1231/aktuell/vg250-ew_12-31.utm32s.gpkg.ebenen.zip
Attribution Required:
Copyright BKG https://www.bkg.bund.de
1 Datenlizenz Deutschland - Namensnennung - Version 2.0
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Stadt-Land-Zahl Data Processing Platform