{"id":20655934,"url":"https://github.com/it-at-m/startercode-opendata-munich","last_synced_at":"2025-04-19T12:16:45.400Z","repository":{"id":192547929,"uuid":"668646688","full_name":"it-at-m/startercode-opendata-munich","owner":"it-at-m","description":"Automatically generated starter code notebooks in Python and R from opendata.muenchen","archived":false,"fork":false,"pushed_at":"2024-12-04T08:51:33.000Z","size":5838,"stargazers_count":5,"open_issues_count":1,"forks_count":1,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-03-29T07:41:49.893Z","etag":null,"topics":["bavaria","data-science","germany","jupiter-notebook","munich","open-data","open-data-science","open-datasets","open-government","open-government-data","opengovernment","opengovernmentdata","python","r","r-markdown","rmarkdown","rstat"],"latest_commit_sha":null,"homepage":"https://it-at-m.github.io/startercode-opendata-munich/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/it-at-m.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-07-20T09:37:10.000Z","updated_at":"2024-12-04T08:51:24.000Z","dependencies_parsed_at":null,"dependency_job_id":"a23fd5a8-b7a1-424e-af8a-4d1c5f80e5e4","html_url":"https://github.com/it-at-m/startercode-opendata-munich","commit_stats":{"total_commits":212,"total_committers":2,"mean_commits":106.0,"dds":"0.014150943396226467","last_synced_commit":"f87a176b337299a895d08d2e49e40559c52014ed"},"previous_names":["txominbasterrachang/results","it-at-m/startercode-opendata-munich","it-at-m/results"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/it-at-m%2Fstartercode-opendata-munich","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/it-at-m%2Fstartercode-opendata-munich/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/it-at-m%2Fstartercode-opendata-munich/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/it-at-m%2Fstartercode-opendata-munich/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/it-at-m","download_url":"https://codeload.github.com/it-at-m/startercode-opendata-munich/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249692622,"owners_count":21311407,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["bavaria","data-science","germany","jupiter-notebook","munich","open-data","open-data-science","open-datasets","open-government","open-government-data","opengovernment","opengovernmentdata","python","r","r-markdown","rmarkdown","rstat"],"created_at":"2024-11-16T18:13:08.897Z","updated_at":"2025-04-19T12:16:45.380Z","avatar_url":"https://github.com/it-at-m.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Starter code for all datasets of the City of Munich\n\n\n💡 Have you ever **wished to be able to open any dataset in a data portal with one click and get a fully configured Python or R Markdown file? Like – with all metadata, descriptions, data links, and some starter code?** \n\nThis is an experiment to provide exactly this. \n\nWith this repo you get starter code for **all CSV data sets** (currently 218) that are available in the [open data portal of the city of Munich](https://opendata.muenchen.de/). \n\nIn the list below you find links to preconfigured code files so that you **immediately can start analyzing the data with R or Python.**\n\n\u003c!-- **The Jupyter Notebooks can be opened directly in Google Colab.** 🚀 --\u003e\n\nFeedback is always very welcome – simply open an issue or write to 📧 [data.opengov@muenchen.de](mailto://data.opengov@muenchen.de)\n\n⚠ **Note**: To download individual files from GitHub you need to switch to the file's `RAW` view and then `Right-Click-Save-As`. Only so you get the proper file format rather than the HTML that GitHub yields.\n\nFor all data licenses please refer to each data set's link or the metadata API endpoint provided [here](https://opendata.muenchen.de/pages/nutzungsbedingungen).\n\nđŸŒ» Our thanks for the template and help goes to Patrick Arnecke from the Statistical Office of the Canton of Zurich. Here is the original:\n[https://openzh.github.io/starter-code-openZH/](https://openzh.github.io/starter-code-openZH/).\n\n\u003csub\u003eLatest update: **2024-01-30 03:39:38**\u003csub\u003e\n\n| ID | Title (abbreviated to 200 chars) | Python GitHub | R GitHub |\n| :-- | :-- | :-- | :-- |\n| 1 | [Parkseiten](https://opendata.muenchen.de/dataset/opendata_ruhver_parkseiten_line) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/1@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/1@lhm.Rmd) |\n| 2 | [Straßennetzgraf Baureferat Tiefbau](https://opendata.muenchen.de/dataset/baut_strassenabschnitte_wu) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/2@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/2@lhm.Rmd) |\n| 3 | [Bezirksteile der Landeshauptstadt MĂŒnchen](https://opendata.muenchen.de/dataset/vablock_bezirksteil_opendata) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/3@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/3@lhm.Rmd) |\n| 4 | [Stadtviertel der Landeshauptstadt MĂŒnchen](https://opendata.muenchen.de/dataset/vablock_viertel_opendata) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/4@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/4@lhm.Rmd) |\n| 5 | [Stadtbezirke der Landeshauptstadt MĂŒnchen](https://opendata.muenchen.de/dataset/vablock_stadtbezirke_opendata) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/5@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/5@lhm.Rmd) |\n| 7 | [Radentscheidmaßnahmen](https://opendata.muenchen.de/dataset/opendata_radentscheid_line) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/7@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/7@lhm.Rmd) |\n| 8 | [Lage der Höhenfestpunkte innerhalb der Landeshauptstadt MĂŒnchen](https://opendata.muenchen.de/dataset/vagrund_hoeh_symbol_opendata) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/8@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/8@lhm.Rmd) |\n| 10 | [Umweltzone - Verkehrszeichen](https://opendata.muenchen.de/dataset/opendata_miv_umweltzone_vz_point) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/10@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/10@lhm.Rmd) |\n| 11 | [Fahrradstraßen](https://opendata.muenchen.de/dataset/opendata_fahrradstrassen_line) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/11@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/11@lhm.Rmd) |\n| 13 | [Umweltzone](https://opendata.muenchen.de/dataset/opendata_miv_umweltzone_poly) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/13@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/13@lhm.Rmd) |\n| 14 | [Parkraummanagementgebiete](https://opendata.muenchen.de/dataset/opendata_ruhver_prm_gebiete_poly) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/14@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/14@lhm.Rmd) |\n| 15 | [Ladeinfrastruktur](https://opendata.muenchen.de/dataset/opendata_ruhver_els_point) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/15@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/15@lhm.Rmd) |\n| 16 | [Lastenradparken](https://opendata.muenchen.de/dataset/opendata_ruhver_lastenradparken_line) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/16@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/16@lhm.Rmd) |\n| 17 | [Fahrradparken](https://opendata.muenchen.de/dataset/opendata_ruhver_fahrradparken_line) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/17@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/17@lhm.Rmd) |\n| 19 | [Stadtplan der stĂ€dtischen Trinkbrunnen](https://opendata.muenchen.de/dataset/opendata_trinkwasserbrunnen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/19@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/19@lhm.Rmd) |\n| 22 | [WC-Standorte der Landeshauptstadt MĂŒnchen](https://opendata.muenchen.de/dataset/wc_finder) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/22@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/22@lhm.Rmd) |\n| 23 | [Blindenleitsystem Altstadt – FußgĂ€ngerzone](https://opendata.muenchen.de/dataset/baut_blindenleitsystem_altstadt) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/23@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/23@lhm.Rmd) |\n| 24 | [Altstadt-Radlring](https://opendata.muenchen.de/dataset/opendata_rad_altstadt_radlring_linie) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/24@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/24@lhm.Rmd) |\n| 27 | [Elektrokleinstfahrzeuge](https://opendata.muenchen.de/dataset/opendata_ruhver_elektokleinf_poly) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/27@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/27@lhm.Rmd) |\n| 29 | [Barrierefreie Container fĂŒr Altglas](https://opendata.muenchen.de/dataset/awm_container_barrierefrei) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/29@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/29@lhm.Rmd) |\n| 30 | [MobilitĂ€tspunkte](https://opendata.muenchen.de/dataset/mobilitaetspunkte) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/30@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/30@lhm.Rmd) |\n| 31 | [MĂ€rkte der Landeshauptstadt MĂŒnchen](https://opendata.muenchen.de/dataset/maerkte_opendata) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/31@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/31@lhm.Rmd) |\n| 32 | [Radschnellverbindungen](https://opendata.muenchen.de/dataset/opendata_radschnellverb_line) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/32@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/32@lhm.Rmd) |\n| 33 | [Wertstoffhöfe der Landeshauptstadt MĂŒnchen](https://opendata.muenchen.de/dataset/awm_wertstoffhoefe_opendata) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/33@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/33@lhm.Rmd) |\n| 34 | [Wertstoffinseln in MĂŒnchen](https://opendata.muenchen.de/dataset/awm_container_opendata) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/34@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/34@lhm.Rmd) |\n| 36 | [Öffentliche Toiletten der Landeshauptstadt MĂŒnchen](https://opendata.muenchen.de/dataset/offentliche-toiletten-der-landeshauptstadt-muenchen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/36@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/36@lhm.Rmd) |\n| 37 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen 2023](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-2023) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/37@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/37@lhm.Rmd) |\n| 38 | [Die Bevölkerung seit 1900](https://opendata.muenchen.de/dataset/bevoelkerung) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/38@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/38@lhm.Rmd) |\n| 39 | [ParkhĂ€user MĂŒnchen](https://opendata.muenchen.de/dataset/parkhaeuser-munchen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/39@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/39@lhm.Rmd) |\n| 41 | [Indikatorenatlas: Kinderbetreuung - Altersgruppen](https://opendata.muenchen.de/dataset/indikatorenatlas-kinderbetreuung-altersgruppen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/41@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/41@lhm.Rmd) |\n| 42 | [Indikatorenatlas: Kinderbetreuung - Altersgruppen Familiensprache nichtdeutsch](https://opendata.muenchen.de/dataset/indikatorenatlas-kinderbetreuung-familiensprache-nicht-deutsch-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/42@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/42@lhm.Rmd) |\n| 43 | [Indikatorenatlas: Kinderbetreuung - Betreuungsangebot](https://opendata.muenchen.de/dataset/indikatorenatlas-kinderbetreuung-betreuungsangebot-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/43@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/43@lhm.Rmd) |\n| 44 | [Indikatorenatlas: Kinderbetreuung - EinrichtungstrĂ€ger](https://opendata.muenchen.de/dataset/indikatorenatlas-kinderbetreuung-einrichtungstraeger-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/44@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/44@lhm.Rmd) |\n| 45 | [Indikatorenatlas: Gesundheit - Arzt*Ärztin-Dichte](https://opendata.muenchen.de/dataset/indikatorenatlas-gesundheit-aerztedichte-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/45@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/45@lhm.Rmd) |\n| 46 | [Indikatorenatlas: Gesundheit - Psychologische*r Psychotherapeut*in-Dichte](https://opendata.muenchen.de/dataset/indikatorenatlas-gesundheit-psychologische-psychotherapeuten) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/46@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/46@lhm.Rmd) |\n| 47 | [Indikatorenatlas: Gesundheit - ZahnĂ€rzt*ZahnĂ€rztin-Dichte](https://opendata.muenchen.de/dataset/indikatorenatlas-gesundheit-zahnaerztedichte-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/47@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/47@lhm.Rmd) |\n| 48 | [Indikatorenatlas: Gesundheit - Apotheken-Dichte](https://opendata.muenchen.de/dataset/indikatorenatlas-gesundheit-apotheken-dichte) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/48@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/48@lhm.Rmd) |\n| 49 | [Indikatorenatlas: Arbeitsmarkt - (Regel-)Leistungsberechtigte erwerbsfĂ€hig](https://opendata.muenchen.de/dataset/indikatorenatlas-arbeitsmarkt-regel-leistungsberechtigte-erwerbsfaehig) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/49@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/49@lhm.Rmd) |\n| 50 | [Indikatorenatlas: Arbeitsmarkt - (Regel-)Leistungsberechtigte](https://opendata.muenchen.de/dataset/indikatorenatlas-arbeitsmarkt-regel-leistungsberechtigte) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/50@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/50@lhm.Rmd) |\n| 51 | [Indikatorenatlas: Arbeitsmarkt - Sozialversicherungspflichtig BeschĂ€ftigte - Anteil](https://opendata.muenchen.de/dataset/indikatorenatlas-arbeitsmarkt-sozialversicherungspflichtig-beschaeftigte-anteil-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/51@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/51@lhm.Rmd) |\n| 52 | [Indikatorenatlas: Arbeitsmarkt - Sozialversicherungspflichtig BeschĂ€ftigte](https://opendata.muenchen.de/dataset/indikatorenatlas-2014-arbeitsmarkt-sozialversicherungspflichtig-beschaeftigte-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/52@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/52@lhm.Rmd) |\n| 53 | [Indikatorenatlas: Arbeitsmarkt - (Regel-)Leistungsberechtigte - nicht erwerbsfĂ€hig - Anteil](https://opendata.muenchen.de/dataset/indikatorenatlas-arbeitsmarkt-regel-leistungsberechtigte-nicht-erwerbsfaehig-anteil-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/53@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/53@lhm.Rmd) |\n| 54 | [Indikatorenatlas: Arbeitsmarkt - (Regel-)Leistungsberechtigte - erwerbsfĂ€hig - Anteil](https://opendata.muenchen.de/dataset/indikatorenatlas-2014-arbeitsmarkt-regel-leistungsberechtigte-erwerbsfaehig-anteil-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/54@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/54@lhm.Rmd) |\n| 55 | [Indikatorenatlas: Arbeitsmarkt - ErwerbsfĂ€hige](https://opendata.muenchen.de/dataset/indikatorenatlas-2014-arbeitsmarkt-erwerbsfaehige-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/55@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/55@lhm.Rmd) |\n| 56 | [Indikatorenatlas: Arbeitsmarkt - Arbeitslose](https://opendata.muenchen.de/dataset/indikatorenatlas-2014-arbeitsmarkt-arbeitslose-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/56@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/56@lhm.Rmd) |\n| 57 | [Indikatorenatlas: Arbeitsmarkt - Arbeitslosen - Anteil](https://opendata.muenchen.de/dataset/indikatorenatlas-2014-arbeitsmarkt-arbeitslosendichte-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/57@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/57@lhm.Rmd) |\n| 59 | [Landtagswahl 2023 - WahlrĂ€ume in MĂŒnchen](https://opendata.muenchen.de/dataset/landtagswahl-2023-wahlraeume-in-muenchen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/59@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/59@lhm.Rmd) |\n| 61 | [Besucher und Veranstaltungen Gasteig HP8 MĂŒnchen](https://opendata.muenchen.de/dataset/besucher-und-veranstaltungen-gasteig-hp8-muenchen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/61@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/61@lhm.Rmd) |\n| 62 | [WLAN-Standorte LH MĂŒnchen](https://opendata.muenchen.de/dataset/wlan-standorte-lhm-muenchen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/62@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/62@lhm.Rmd) |\n| 63 | [Indikatorenatlas: GrundschĂŒler*innen - GrundschĂŒler*innen](https://opendata.muenchen.de/dataset/indikatorenatlas-grundschueler-innen-grundschueler-innen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/63@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/63@lhm.Rmd) |\n| 64 | [Liste aller verfĂŒgbaren Onlinedienste der Landeshauptstadt MĂŒnchen](https://opendata.muenchen.de/dataset/liste-aller-verfuegbaren-onlinedienste-der-landeshauptstadt-muenchen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/64@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/64@lhm.Rmd) |\n| 65 | [Indikatorenatlas: Baufertigstellungen](https://opendata.muenchen.de/dataset/indikatorenatlas-baufertigstellungen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/65@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/65@lhm.Rmd) |\n| 66 | [Indikatorenatlas: Baugenehmigungen](https://opendata.muenchen.de/dataset/indikatorenatlas-baugenehmigungen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/66@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/66@lhm.Rmd) |\n| 67 | [Indikatorenatlas: Verkehr - Motorisierungsgrad Personenkraftwagen](https://opendata.muenchen.de/dataset/indikatorenatlas-verkehr-motorisierungsgrad-personenkraftwagen-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/67@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/67@lhm.Rmd) |\n| 68 | [Indikatorenatlas: Verkehr - Motorisierungsgrad Personenkraftwagen und KraftrĂ€der](https://opendata.muenchen.de/dataset/indikatorenatlas-verkehr-motorisierungsgrad-personenkraftwagen-und-kraftraeder-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/68@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/68@lhm.Rmd) |\n| 69 | [Indikatorenatlas: Verkehr - Erstzulassungsanteil Personenkraftwagen](https://opendata.muenchen.de/dataset/indikatorenatlas-verkehr-erstzulassungsanteil-personenkraftwagen-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/69@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/69@lhm.Rmd) |\n| 70 | [Indikatorenatlas: GrundschĂŒler*innen - Familiensprache - nichtdeutsch](https://opendata.muenchen.de/dataset/indikatorenatlas-grundschueler-innen-familiensprache-nichtdeutsch-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/70@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/70@lhm.Rmd) |\n| 71 | [Indikatorenatlas: GrundschĂŒler*innen - Staatsangehörigkeit](https://opendata.muenchen.de/dataset/indikatorenatlas-grundschueler-innen-staatsangehoerigkeit-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/71@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/71@lhm.Rmd) |\n| 72 | [Indikatorenatlas: FlĂ€chen - FlĂ€chennutzung](https://opendata.muenchen.de/dataset/indikatorenatlas-flaechen-flaechennutzung) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/72@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/72@lhm.Rmd) |\n| 73 | [Indikatorenatlas: Bevölkerung - Zusammengefasste Geburtenrate](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-zusammengefasste-geburtenrate-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/73@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/73@lhm.Rmd) |\n| 74 | [Indikatorenatlas: Bevölkerung - Wohndauer MĂŒnchen](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-wohndauer-muenchen-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/74@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/74@lhm.Rmd) |\n| 75 | [Indikatorenatlas: Bevölkerung - Wohndauer Adresse](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-wohndauer-adresse-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/75@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/75@lhm.Rmd) |\n| 76 | [Indikatorenatlas: Bevölkerung - Überalterungsquotient](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-ueberalterungsquotient-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/76@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/76@lhm.Rmd) |\n| 77 | [Indikatorenatlas: Bevölkerung - Rohe Sterberate](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-rohe-sterberate-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/77@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/77@lhm.Rmd) |\n| 78 | [Indikatorenatlas: Bevölkerung - Rohe Geburtenrate](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-rohe-geburtenrate-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/78@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/78@lhm.Rmd) |\n| 79 | [Indikatorenatlas: Bevölkerung - Religionszugehörigkeit](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-religionszugehoerigkeit) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/79@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/79@lhm.Rmd) |\n| 80 | [Indikatorenatlas: Bevölkerung - Optionskinder](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-optionskinder-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/80@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/80@lhm.Rmd) |\n| 81 | [Indikatorenatlas: Bevölkerung - Nichtdeutsche](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-nichtdeutsche-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/81@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/81@lhm.Rmd) |\n| 82 | [Indikatorenatlas: Bevölkerung - NatĂŒrlicher Saldo](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-natuerlicher-saldo-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/82@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/82@lhm.Rmd) |\n| 83 | [Indikatorenatlas: Bevölkerung - MĂŒtter ab 35 Jahre](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-muetter-ab-35-jahre-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/83@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/83@lhm.Rmd) |\n| 84 | [Indikatorenatlas: Bevölkerung - MobilitĂ€tsziffer](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-mobilitaetsziffer-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/84@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/84@lhm.Rmd) |\n| 85 | [Indikatorenatlas: Bevölkerung - Migrationshintergrund - Kinder](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-migrationshintergrund-kinder-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/85@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/85@lhm.Rmd) |\n| 86 | [Indikatorenatlas: Bevölkerung - Migrationshintergrund](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-migrationshintergrund-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/86@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/86@lhm.Rmd) |\n| 87 | [Indikatorenatlas: Bevölkerung - Jugendquotient](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-jugendquotient-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/87@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/87@lhm.Rmd) |\n| 88 | [Indikatorenatlas: Bevölkerung - InnerrĂ€umliche Umzugsziffer](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-innerraeumliche-umzugsziffer-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/88@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/88@lhm.Rmd) |\n| 89 | [Indikatorenatlas: Bevölkerung - Hochbetagte](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-hochbetagte-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/89@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/89@lhm.Rmd) |\n| 90 | [Indikatorenatlas: Bevölkerung - Haushalte Staatsangehörigkeit](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-haushalte-staatsangehoerigkeit-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/90@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/90@lhm.Rmd) |\n| 91 | [Indikatorenatlas: Bevölkerung - Haushalte mit Kindern](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-haushalte-mit-kindern-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/91@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/91@lhm.Rmd) |\n| 92 | [Indikatorenatlas: Bevölkerung - Haushalte Alleinerziehend](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-haushalte-alleinerziehend) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/92@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/92@lhm.Rmd) |\n| 93 | [Indikatorenatlas: Bevölkerung - Gesamtwanderungsziffer](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-gesamtwanderungsziffer-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/93@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/93@lhm.Rmd) |\n| 94 | [Indikatorenatlas: Bevölkerung - Gesamtwanderungssaldo Kinder](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-gesamtwanderungssaldo-kinder-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/94@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/94@lhm.Rmd) |\n| 95 | [Indikatorenatlas: Bevölkerung - Frauen Hochbetagte](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-frauen-hochbetagte-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/95@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/95@lhm.Rmd) |\n| 96 | [Indikatorenatlas: Bevölkerung - Frauen](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-frauen-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/96@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/96@lhm.Rmd) |\n| 97 | [Indikatorenatlas: Bevölkerung - Einpersonenhaushalte](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-einpersonenhaushalte-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/97@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/97@lhm.Rmd) |\n| 98 | [Indikatorenatlas: Bevölkerung - Durchschnittsalter Gestorbene](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-durchschnittsalter-gestorbene-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/98@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/98@lhm.Rmd) |\n| 99 | [Indikatorenatlas: Bevölkerung - EingebĂŒrgerte](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-eingebuergerte-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/99@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/99@lhm.Rmd) |\n| 100 | [Indikatorenatlas: Bevölkerung - Durchschnittsalter MĂŒtter erstgebĂ€rend](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-durchschnittsalter-muetter-erstgebaerend) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/100@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/100@lhm.Rmd) |\n| 101 | [Indikatorenatlas: Bevölkerung - Durchschnittsalter MĂŒtter](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-durchschnittsalter-muetter-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/101@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/101@lhm.Rmd) |\n| 102 | [Indikatorenatlas: Bevölkerung - Durchschnittsalter](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-durchschnittsalter-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/102@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/102@lhm.Rmd) |\n| 103 | [Indikatorenatlas: Bevölkerung - Binnenwanderungsziffer](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-binnenwanderungsziffer-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/103@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/103@lhm.Rmd) |\n| 104 | [Indikatorenatlas: Bevölkerung - Bevölkerungsdichte](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-bevoelkerungsdichte-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/104@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/104@lhm.Rmd) |\n| 105 | [Indikatorenatlas: Bevölkerung - Bevölkerungsanteil](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-bevolkerungsanteil) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/105@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/105@lhm.Rmd) |\n| 106 | [Indikatorenatlas: Bevölkerung - Außenwanderungsziffer Nichtdeutsche](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-aussenwanderungsziffer-nichtdeutsche-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/106@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/106@lhm.Rmd) |\n| 107 | [Indikatorenatlas: Bevölkerung - Außenwanderungsziffer Kinder bis 13 Jahre](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-aussenwanderungsziffer-kinder-bis-13-jahre-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/107@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/107@lhm.Rmd) |\n| 108 | [Indikatorenatlas: Bevölkerung - Außenwanderungsziffer Deutsche](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-aussenwanderungsziffer-deutsche-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/108@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/108@lhm.Rmd) |\n| 109 | [Indikatorenatlas: Bevölkerung - Außenwanderungsziffer 65 Jahre und Ă€lter](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-aussenwanderungsziffer-65-jahre-und-aelter-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/109@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/109@lhm.Rmd) |\n| 110 | [Indikatorenatlas: Bevölkerung - Außenwanderungsziffer Gesamt](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-aussenwanderungsziffer-gesamt-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/110@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/110@lhm.Rmd) |\n| 111 | [Indikatorenatlas: Bevölkerung - Außenwanderungsvolumen](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-aussenwanderungsvolumen-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/111@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/111@lhm.Rmd) |\n| 112 | [Indikatorenatlas: Bevölkerung - Altenquotient](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-altenquotient-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/112@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/112@lhm.Rmd) |\n| 113 | [Indikatorenatlas: Bevölkerung - Altersgruppen](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-altersgruppen-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/113@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/113@lhm.Rmd) |\n| 114 | [Indikatorenatlas: Bevölkerung - Allgemeine Geburtenrate](https://opendata.muenchen.de/dataset/indikatorenatlas-bevoelkerung-allgemeine-geburtenrate-83r65mct) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/114@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/114@lhm.Rmd) |\n| 115 | [Oktoberfest](https://opendata.muenchen.de/dataset/oktoberfest) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/115@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/115@lhm.Rmd) |\n| 116 | [Monatszahlen Wirtschaft](https://opendata.muenchen.de/dataset/monatszahlen-wirtschaft) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/116@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/116@lhm.Rmd) |\n| 117 | [Monatszahlen VerkehrsunfĂ€lle](https://opendata.muenchen.de/dataset/monatszahlen-verkehrsunfaelle) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/117@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/117@lhm.Rmd) |\n| 118 | [Monatszahlen Tourismus](https://opendata.muenchen.de/dataset/monatszahlen-tourismus) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/118@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/118@lhm.Rmd) |\n| 119 | [Monatszahlen Theater](https://opendata.muenchen.de/dataset/monatszahlen-theater) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/119@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/119@lhm.Rmd) |\n| 120 | [Monatszahlen Soziale Leistungen](https://opendata.muenchen.de/dataset/monatszahlen-soziale-leistungen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/120@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/120@lhm.Rmd) |\n| 121 | [Monatszahlen Orchester](https://opendata.muenchen.de/dataset/monatszahlen-orchester) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/121@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/121@lhm.Rmd) |\n| 122 | [Monatszahlen Witterung](https://opendata.muenchen.de/dataset/monatszahlen-witterung) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/122@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/122@lhm.Rmd) |\n| 123 | [Monatszahlen Museen](https://opendata.muenchen.de/dataset/monatszahlen-museen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/123@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/123@lhm.Rmd) |\n| 124 | [Monatszahlen Kinos](https://opendata.muenchen.de/dataset/monatszahlen-kinos) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/124@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/124@lhm.Rmd) |\n| 125 | [Monatszahlen KFZ-Erstzulassungen](https://opendata.muenchen.de/dataset/monatszahlen-kfz-neuzulassungen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/125@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/125@lhm.Rmd) |\n| 126 | [Monatszahlen KFZ-Bestand](https://opendata.muenchen.de/dataset/monatszahlen-kfz-bestand) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/126@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/126@lhm.Rmd) |\n| 127 | [Monatszahlen Freizeit](https://opendata.muenchen.de/dataset/monatszahlen-freizeit) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/127@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/127@lhm.Rmd) |\n| 128 | [Monatszahlen Flugverkehr](https://opendata.muenchen.de/dataset/monatszahlen-flugverkehr) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/128@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/128@lhm.Rmd) |\n| 129 | [Monatszahlen Feuerwehr MĂŒnchen](https://opendata.muenchen.de/dataset/monatszahlen-feuerwehr) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/129@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/129@lhm.Rmd) |\n| 130 | [Monatszahlen EinbĂŒrgerungen](https://opendata.muenchen.de/dataset/monatszahlen-einbuergerungen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/130@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/130@lhm.Rmd) |\n| 132 | [Monatszahlen Arbeitsmarkt](https://opendata.muenchen.de/dataset/monatszahlen-arbeitsmarkt) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/132@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/132@lhm.Rmd) |\n| 133 | [Monatszahlen Bauen](https://opendata.muenchen.de/dataset/monatszahlen-bauen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/133@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/133@lhm.Rmd) |\n| 134 | [Kindertagesbetreuungseinrichtungen in MĂŒnchen](https://opendata.muenchen.de/dataset/kindertagesbetreuungseinrichtungen-in-muenchen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/134@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/134@lhm.Rmd) |\n| 135 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen - Jahreszahlen](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-jahreszahlen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/135@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/135@lhm.Rmd) |\n| 137 | [B + R Anlagen](https://opendata.muenchen.de/dataset/b-r-anlagen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/137@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/137@lhm.Rmd) |\n| 138 | [Munich IT Dashboard](https://opendata.muenchen.de/dataset/munich-it-dashboard) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/138@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/138@lhm.Rmd) |\n| 139 | [Hallensportprogramm](https://opendata.muenchen.de/dataset/hallensportprogramm) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/139@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/139@lhm.Rmd) |\n| 140 | [Linienliste MVV](https://opendata.muenchen.de/dataset/linienliste-mvv) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/140@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/140@lhm.Rmd) |\n| 141 | [Öffentliche SpielplĂ€tze MĂŒnchen](https://opendata.muenchen.de/dataset/oeffentliche-spielplaetze-muenchen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/141@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/141@lhm.Rmd) |\n| 142 | [Pro-Kopf-Verschuldung LHM, Hoheitshaushalt](https://opendata.muenchen.de/dataset/pro-kopf-verschuldung-lhm-hoheitshaushalt) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/142@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/142@lhm.Rmd) |\n| 143 | [Vornamen von Neugeborenen](https://opendata.muenchen.de/dataset/vornamen-von-neugeborenen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/143@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/143@lhm.Rmd) |\n| 144 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen 2022](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-2022) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/144@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/144@lhm.Rmd) |\n| 145 | [Fernzugriffsberechtigungen](https://opendata.muenchen.de/dataset/fernzugriffe) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/145@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/145@lhm.Rmd) |\n| 148 | [P+R-Anlagen - Belegungsprognosen](https://opendata.muenchen.de/dataset/p-r-anlagen-belegungsprognosen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/148@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/148@lhm.Rmd) |\n| 149 | [P+R Anlagen MĂŒnchen](https://opendata.muenchen.de/dataset/p-r-anlagen-muenchen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/149@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/149@lhm.Rmd) |\n| 150 | [Schuldenstand Hoheitshaushalt LHM](https://opendata.muenchen.de/dataset/schuldenstand-hoheitshaushalt-lhm) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/150@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/150@lhm.Rmd) |\n| 151 | [Ordentliche ErtrĂ€ge und Aufwendungen der Produkte der LHM](https://opendata.muenchen.de/dataset/ordentliche-ertraege-und-aufwendungen-produkte-der-lhm) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/151@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/151@lhm.Rmd) |\n| 152 | [Bilanzsumme, Eigenkapital und Eigenkapital-Quote LHM](https://opendata.muenchen.de/dataset/bilanzsumme-eigenkapital-und-eigenkapital-quote-lhm) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/152@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/152@lhm.Rmd) |\n| 153 | [Haltestellenliste MVV](https://opendata.muenchen.de/dataset/haltestellenliste-mvv) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/153@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/153@lhm.Rmd) |\n| 155 | [Haltestellen mit Tarifzuordnung MVV](https://opendata.muenchen.de/dataset/haltestellen-mit-tarifzuordnung-mvv) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/155@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/155@lhm.Rmd) |\n| 156 | [Geburten in der MĂŒnchen Klinik gGmbH](https://opendata.muenchen.de/dataset/geburten-in-der-muenchen-klinik-ggmbh) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/156@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/156@lhm.Rmd) |\n| 157 | [Schulen und SchĂŒlerzahlen in MĂŒnchen](https://opendata.muenchen.de/dataset/schulen-und-schuelerzahlen-in-muenchen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/157@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/157@lhm.Rmd) |\n| 158 | [Daten Tierpark Hellabrunn](https://opendata.muenchen.de/dataset/daten-tierpark-hellabrunn) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/158@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/158@lhm.Rmd) |\n| 159 | [Belegung Gewerbehöfe](https://opendata.muenchen.de/dataset/belegung-gewerbehoefe) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/159@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/159@lhm.Rmd) |\n| 160 | [Monatszahlen Gewerbe](https://opendata.muenchen.de/dataset/monatszahlen-gewerbe) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/160@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/160@lhm.Rmd) |\n| 161 | [GEWOFAG Wohnungen](https://opendata.muenchen.de/dataset/gewofag-wohnungen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/161@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/161@lhm.Rmd) |\n| 162 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Dezember 2021](https://opendata.muenchen.de/dataset/daten-der-raddauerzahlstellen-munchen-dezember-2021) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/162@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/162@lhm.Rmd) |\n| 163 | [BehindertenparkplĂ€tze](https://opendata.muenchen.de/dataset/behindertenparkplaetze) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/163@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/163@lhm.Rmd) |\n| 164 | [Radverkehrsanlagen im Straßenunterhalt der Landeshauptstadt MĂŒnchen](https://opendata.muenchen.de/dataset/radverkehrsanlagen-im-strassenunterhalt-der-landeshauptstadt-muenchen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/164@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/164@lhm.Rmd) |\n| 165 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen November 2021](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-november-2021) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/165@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/165@lhm.Rmd) |\n| 166 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Mai 2021](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-mai-2021) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/166@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/166@lhm.Rmd) |\n| 167 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Januar 2021](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-januar-2021) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/167@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/167@lhm.Rmd) |\n| 168 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen August 2020](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-august-2020) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/168@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/168@lhm.Rmd) |\n| 169 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Juni 2019](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-juni-2019) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/169@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/169@lhm.Rmd) |\n| 170 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen August 2018](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-august-2018) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/170@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/170@lhm.Rmd) |\n| 171 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Oktober 2021](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-oktober-2021) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/171@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/171@lhm.Rmd) |\n| 172 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen September 2021](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-september-2021) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/172@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/172@lhm.Rmd) |\n| 173 | [Bundestagswahlen 2017 - Ergebnisse MĂŒnchen](https://opendata.muenchen.de/dataset/bundestagswahlen-2017-ergebnisse-munchen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/173@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/173@lhm.Rmd) |\n| 174 | [Bevölkerung Stadtbezirksteile MĂŒnchen](https://opendata.muenchen.de/dataset/bevoelkerung-stadtbezirksteile-muenchen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/174@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/174@lhm.Rmd) |\n| 175 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen November 2017](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-november-2017) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/175@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/175@lhm.Rmd) |\n| 176 | [M-WLAN Hotspots](https://opendata.muenchen.de/dataset/m-wlan-hotspots) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/176@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/176@lhm.Rmd) |\n| 177 | [Bevölkerung in den Stadtbezirken](https://opendata.muenchen.de/dataset/bevoelkerung-stadtbezirken) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/177@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/177@lhm.Rmd) |\n| 178 | [Privathaushalte in den Stadtbezirken](https://opendata.muenchen.de/dataset/privathaushalte-in-den-stadtbezirken) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/178@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/178@lhm.Rmd) |\n| 179 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen MĂ€rz 2019](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-maerz-2019) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/179@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/179@lhm.Rmd) |\n| 180 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Januar 2017](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-januar-2017) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/180@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/180@lhm.Rmd) |\n| 181 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Dezember 2017](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-dezember-2017) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/181@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/181@lhm.Rmd) |\n| 182 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Oktober 2017](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-oktober-2017) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/182@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/182@lhm.Rmd) |\n| 183 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen September 2017](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-september-2017) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/183@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/183@lhm.Rmd) |\n| 184 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen August 2017](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-august-2017) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/184@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/184@lhm.Rmd) |\n| 185 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Juli 2017](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-juli-2017) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/185@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/185@lhm.Rmd) |\n| 186 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Juni 2017](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-juni-2017) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/186@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/186@lhm.Rmd) |\n| 187 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Februar 2017](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-februar-2017) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/187@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/187@lhm.Rmd) |\n| 188 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen MĂ€rz 2017](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-maerz-2017) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/188@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/188@lhm.Rmd) |\n| 189 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen April 2017](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-april-2017) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/189@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/189@lhm.Rmd) |\n| 190 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Mai 2017](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-mai-2017) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/190@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/190@lhm.Rmd) |\n| 191 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen MĂ€rz 2021](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-maerz-2021) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/191@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/191@lhm.Rmd) |\n| 192 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen April 2021](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-april-2021) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/192@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/192@lhm.Rmd) |\n| 193 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Juli 2021](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-juli-2021) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/193@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/193@lhm.Rmd) |\n| 194 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Juni 2021](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-juni-2021) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/194@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/194@lhm.Rmd) |\n| 195 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Februar 2021](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-februar-2021) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/195@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/195@lhm.Rmd) |\n| 196 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Juli 2018](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-juli-2018) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/196@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/196@lhm.Rmd) |\n| 197 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Dezember 2020](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-dezember-2020) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/197@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/197@lhm.Rmd) |\n| 198 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen November 2020](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-november-2020) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/198@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/198@lhm.Rmd) |\n| 199 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Oktober 2020](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-oktober-2020) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/199@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/199@lhm.Rmd) |\n| 200 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen September 2020](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-september-2020) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/200@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/200@lhm.Rmd) |\n| 201 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Juli 2020](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-juli-2020) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/201@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/201@lhm.Rmd) |\n| 202 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Juni 2020](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-juni-2020) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/202@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/202@lhm.Rmd) |\n| 203 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Mai 2020](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-mai-2020) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/203@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/203@lhm.Rmd) |\n| 204 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen April 2020](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-april-2020) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/204@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/204@lhm.Rmd) |\n| 205 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen MĂ€rz 2020](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-maerz-2020) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/205@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/205@lhm.Rmd) |\n| 206 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Januar 2020](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-januar-2020) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/206@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/206@lhm.Rmd) |\n| 207 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Februar 2020](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-februar-2020) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/207@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/207@lhm.Rmd) |\n| 208 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Dezember 2019](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-dezember-2019) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/208@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/208@lhm.Rmd) |\n| 209 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen November 2019](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-november-2019) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/209@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/209@lhm.Rmd) |\n| 210 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Oktober 2019](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-oktober-2019) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/210@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/210@lhm.Rmd) |\n| 211 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen September 2019](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-september-2019) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/211@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/211@lhm.Rmd) |\n| 212 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen August 2019](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-august-2019) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/212@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/212@lhm.Rmd) |\n| 213 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Juli 2019](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-juli-2019) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/213@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/213@lhm.Rmd) |\n| 214 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Mai 2019](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-mai-2019) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/214@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/214@lhm.Rmd) |\n| 215 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen April 2019](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-april-2019) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/215@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/215@lhm.Rmd) |\n| 216 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Februar 2019](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-februar-2019) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/216@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/216@lhm.Rmd) |\n| 217 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Januar 2019](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-januar-2019) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/217@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/217@lhm.Rmd) |\n| 218 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Dezember 2018](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-dezember-2018) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/218@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/218@lhm.Rmd) |\n| 219 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen November 2018](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-november-2018) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/219@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/219@lhm.Rmd) |\n| 220 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen August 2021](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-august-2021) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/220@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/220@lhm.Rmd) |\n| 221 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Oktober 2018](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-oktober-2018) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/221@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/221@lhm.Rmd) |\n| 222 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen September 2018](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-september-2018) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/222@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/222@lhm.Rmd) |\n| 223 | [RaddauerzĂ€hlstellen MĂŒnchen](https://opendata.muenchen.de/dataset/raddauerzaehlstellen-muenchen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/223@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/223@lhm.Rmd) |\n| 224 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Juni 2018](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-juni-2018) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/224@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/224@lhm.Rmd) |\n| 225 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Mai 2018](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-mai-2018) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/225@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/225@lhm.Rmd) |\n| 226 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen April 2018](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-april-2018) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/226@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/226@lhm.Rmd) |\n| 227 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen MĂ€rz 2018](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-maerz-2018) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/227@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/227@lhm.Rmd) |\n| 228 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Januar 2018](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-januar-2018) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/228@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/228@lhm.Rmd) |\n| 229 | [Daten der RaddauerzĂ€hlstellen MĂŒnchen Februar 2018](https://opendata.muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-februar-2018) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/229@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/229@lhm.Rmd) |\n| 230 | [BĂŒrgerterminals in MĂŒnchen](https://opendata.muenchen.de/dataset/buergerterminals-muenchen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/230@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/230@lhm.Rmd) |\n| 231 | [Ergebnishaushalt der Landeshauptstadt MĂŒnchen 2018](https://opendata.muenchen.de/dataset/ergebnishaushalt-der-landeshauptstadt-muenchen-2018) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/231@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/231@lhm.Rmd) |\n| 232 | [Ergebnishaushalt der Landeshauptstadt MĂŒnchen 2015](https://opendata.muenchen.de/dataset/ergebnishaushalt-der-landeshauptstadt-muenchen) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/232@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/232@lhm.Rmd) |\n| 233 | [Bundestagswahlen 2013](https://opendata.muenchen.de/dataset/bundestagswahlen-2013) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/233@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/233@lhm.Rmd) |\n| 234 | [Toilettenkabinen an der Isar](https://opendata.muenchen.de/dataset/toilettenkabinen-an-der-isar) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/234@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/234@lhm.Rmd) |\n| 235 | [Points of Interest an der sĂŒdlichen Isar](https://opendata.muenchen.de/dataset/points-of-interest-an-der-sudlichen-isar) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/235@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/235@lhm.Rmd) |\n| 236 | [MĂŒllsammelbehĂ€lter an der Isar](https://opendata.muenchen.de/dataset/muellsammelbehaelter-an-der-isar) | [Python GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/02_python/236@lhm.ipynb) | [R GitHub](https://github.com/it-at-m/startercode-opendata-munich/blob/main/01_r-markdown/236@lhm.Rmd) |\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fit-at-m%2Fstartercode-opendata-munich","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fit-at-m%2Fstartercode-opendata-munich","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fit-at-m%2Fstartercode-opendata-munich/lists"}