{"id":25434365,"url":"https://github.com/niftycode/kiel-open-data","last_synced_at":"2025-08-24T11:11:23.815Z","repository":{"id":277566556,"uuid":"932812998","full_name":"niftycode/kiel-open-data","owner":"niftycode","description":"Data Visualisation of open data provided by the City of Kiel, Germany","archived":false,"fork":false,"pushed_at":"2025-02-16T18:09:39.000Z","size":518,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-14T21:12:06.868Z","etag":null,"topics":["jupyter","jupyter-notebook","open-data","python3"],"latest_commit_sha":null,"homepage":"","language":"Jupyter 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Notebook","readme":"# kiel-open-data\n\n![Static Badge](https://img.shields.io/badge/python-3.12-blue)\n![GitHub License](https://img.shields.io/github/license/niftycode/ai-chatbot)\n[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)\n![GitHub Issues or Pull Requests](https://img.shields.io/github/issues/niftycode/ai-chatbot)\n![GitHub last commit](https://img.shields.io/github/last-commit/niftycode/ai-chatbot)\n\nA collection of [Jupyter Notebooks](https://jupyter.org/) showing visualized open data provided by the [City of Kiel](https://kiel.de/) and the state of [Schleswig-Holstein](https://www.schleswig-holstein.de/EN/Home/home_node.html), Germany.\n\n**Sources**:\n\n* [https://www.kiel.de/de/kiel_zukunft/statistik_kieler_zahlen/open_data/index.php](https://www.kiel.de/de/kiel_zukunft/statistik_kieler_zahlen/open_data/index.php)\n* [https://www.schleswig-holstein.de/DE/Schwerpunkte/openData/openData_node.html](https://opendata.schleswig-holstein.de/dataset)\n\n## Requirements\n\n* [Jupyter Notebook](http://jupyter.org)\n* [Python](https://python.org) 3.8 or above\n\nYou should also install the following modules:\n\n* matplotlib\n* numpy\n* pandas\n* plotly\n* requests\n\nUse the *requirements.txt* file to install all packages:\n\n    pip3 install -r requirements.txt\n\n## Notebooks\n\n* **kiel_familienstand**: Family status of the citizens of Kiel\n* **kiel_straftaten**: Criminal offenses\n* **kiel_unfaelle**: Traffic accidents\n* **kiel_abfall**: Garbage\n* **kiel_bevoelkerung**: Population\n* **kiel_fahrerfluchten** Hit-and-Run offenses\n* **kiel_arbeitslose_xlrd** and **kiel_arbeitslose_pandas** Number of unemployed\n* **kiel_new_residents**: New residents (1987-2016)\n* **kiel_number_of_cars**: The number of cars in Kiel (1970-2018)\n* **kiel_cargo_handling**: Handling of cargo in Kiel (Port of Kiel)\n* **kiel_ehescheidungen**: Divorces in Kiel\n* **passagiere_schweden**: Passengers to and from Sweden\n* **kiel_bankruptcies**: Bankruptcies in Kiel (1987-2018)\n* **kiel_harbour_passengers**: Passenger numbers in the port of Kiel\n* **kiel_grundsicherung**: Public assistance expenditure (guaranteed minimum pension, 2010-2021)\n\n## Changelog\n\nsee [CHANGELOG.md](https://github.com/niftycode/kiel-open-data/blob/main/Changelog.md)\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fniftycode%2Fkiel-open-data","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fniftycode%2Fkiel-open-data","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fniftycode%2Fkiel-open-data/lists"}