{"id":15671674,"url":"https://github.com/defgsus/office-schedule-scraper","last_synced_at":"2025-05-06T20:27:27.107Z","repository":{"id":76002307,"uuid":"384245502","full_name":"defgsus/office-schedule-scraper","owner":"defgsus","description":"Scraper for (german) free dates at the public offices","archived":false,"fork":false,"pushed_at":"2021-12-22T16:36:16.000Z","size":469,"stargazers_count":11,"open_issues_count":0,"forks_count":3,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-31T02:41:10.561Z","etag":null,"topics":["appointment-scheduling","historical-data","public-data","scraper","social-data","timeseries","web-scraping","webscraping"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/defgsus.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2021-07-08T20:51:30.000Z","updated_at":"2025-01-15T12:33:02.000Z","dependencies_parsed_at":"2023-07-03T21:25:01.583Z","dependency_job_id":null,"html_url":"https://github.com/defgsus/office-schedule-scraper","commit_stats":{"total_commits":128,"total_committers":1,"mean_commits":128.0,"dds":0.0,"last_synced_commit":"07d8c8899260c1edc82b463f0fefdaea23324555"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/defgsus%2Foffice-schedule-scraper","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/defgsus%2Foffice-schedule-scraper/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/defgsus%2Foffice-schedule-scraper/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/defgsus%2Foffice-schedule-scraper/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/defgsus","download_url":"https://codeload.github.com/defgsus/office-schedule-scraper/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252763441,"owners_count":21800495,"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":["appointment-scheduling","historical-data","public-data","scraper","social-data","timeseries","web-scraping","webscraping"],"created_at":"2024-10-03T15:04:36.659Z","updated_at":"2025-05-06T20:27:27.087Z","avatar_url":"https://github.com/defgsus.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# public offices appointment schedule scraper\n\nHi there! Similar to the \n[free parking lots scraper](https://github.com/defgsus/parking-scraper/),\nthis code collects data of enormous importance! \n\nIn the spirit of *e-governance* a couple of german cities decided \nto force every citizen to acquaint themselves with this internet thing\nand require them to make appointments with, e.g., the resident's \nregistration office through a web interface. For these offices, \nthere is no *just-go-there-and-wait-till-you're-called* anymore. \nIn fact, if you go there without the web-appointment, the\nservice staff usually barks and blusters in the well-known\ngerman public office tone.  \n\nAnyways! Now we have this internet thing going and it's not so hard to \ntrack the development of the office schedules through time. From that\ndata we can infer:\n\n- the business of the offices over time (e.g. barking at foreigners)\n- the desire of citizens to plan ahead (e.g. not taking the first\nfree slot but one in 4 weeks)\n- the most popular time of day for appointments\n- the most popular time of day for making appointments\n- the cancellation rate \n\nAnd all of that for a couple of different cities for comparison. \nAs stated earlier: data of enormous importance!\n\nData scraping started at around 2021-07-09 and is weekly exported\nto the [office-schedule-data](https://github.com/defgsus/office-schedule-scraper/)\nrepository.\n\nTo collect data yourself:\n\n```shell script\n# install\ngit clone https://github.com/defgsus/office-schedule-scraper\ncd office-schedule-scraper\nvirtualenv -p python3 env\nsource env/bin/activate\npip install -r requirements.txt\n\n# make a snapshot\npython scraper.py snapshot -w \u003cX\u003e -p \u003cY\u003e\n# where \u003cX\u003e is the number of weeks to look ahead (defaults to 4)\n# where \u003cY\u003e is the number of parallel processes to run\n```\n\nWhich leads to a lot of JSON files in the `snapshot` directory. \n\nUsing [export.py](export.py), the data will be exported to compressed\nbunches of CSV files as described in [office-schedule-data](https://github.com/defgsus/office-schedule-scraper/).\n\n\n### List of implemented websites\n\nHere's a list of websites that are scraped (compiled via `python scraper.py list`):\n\n| name                                                     | scraper    | url                                                                                                                                                              |\n|:---------------------------------------------------------|:-----------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| Amt Kluetzer Winkel                                      | tevis      | [tevis-online.mvnet.de/kluetzerwinkel/](https://tevis-online.mvnet.de/kluetzerwinkel/)                                                                           |\n| Bauhaus-Universität Weimar Erdgeschoss Raum 002          | etermin    | [www.etermin.net/international-office/](https://www.etermin.net/international-office/)                                                                           |\n| BürgerInnenamt Stadt Graz                                | etermin    | [www.etermin.net/buergerinnenamt/](https://www.etermin.net/buergerinnenamt/)                                                                                     |\n| Corona TESTZENTRUM im Elithera                           | etermin    | [www.etermin.net/testzentrum1/](https://www.etermin.net/testzentrum1/)                                                                                           |\n| Corona Test Braunschweig                                 | etermin    | [www.etermin.net/coronatestbs/](https://www.etermin.net/coronatestbs/)                                                                                           |\n| Corona Testcenter                                        | etermin    | [www.etermin.net/ASBTestcenter/](https://www.etermin.net/ASBTestcenter/)                                                                                         |\n| Corona-Schnellteststelle Teublitz                        | etermin    | [www.etermin.net/spitzwegapo/](https://www.etermin.net/spitzwegapo/)                                                                                             |\n| Corona-Schnelltestzentrum Caspar \u0026 Dase für die Wedemark | etermin    | [www.etermin.net/Schnelltestungen/](https://www.etermin.net/Schnelltestungen/)                                                                                   |\n| Corona-Testcenter Hersfeld-Rotenburg                     | etermin    | [www.etermin.net/testcenter-hef-rof/](https://www.etermin.net/testcenter-hef-rof/)                                                                               |\n| EVO ServicePunkt                                         | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=117)                                                                     |\n| Gemeinde Bönen                                           | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=134)                                                                     |\n| Gemeinde Gottmadingen                                    | tevis      | [termine-reservieren.de/termine/gottmadingen/](https://termine-reservieren.de/termine/gottmadingen/)                                                             |\n| Gemeinde Ilvesheim                                       | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=115)                                                                     |\n| Gemeinde Nußloch                                         | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=122)                                                                     |\n| Gemeinde Stahnsdorf                                      | etermin    | [www.etermin.net/stahnsdorf/](https://www.etermin.net/stahnsdorf/)                                                                                               |\n| Gesundheitsberuferegister Arbeiterkammer Salzburg        | etermin    | [www.etermin.net/gbr/](https://www.etermin.net/gbr/)                                                                                                             |\n| Hansestadt Wismar                                        | tevis      | [tevis-online.mvnet.de/wismar/](https://tevis-online.mvnet.de/wismar/)                                                                                           |\n| Hochsauerlandkreis                                       | etermin    | [www.etermin.net/hsk-schnelltest/](https://www.etermin.net/hsk-schnelltest/)                                                                                     |\n| Ilm-Kreis                                                | tevis      | [tvweb.ilm-kreis.de/ilmkreis/](https://tvweb.ilm-kreis.de/ilmkreis/)                                                                                             |\n| Impftermin Thüringen                                     | custom     | [www.impfen-thueringen.de/terminvergabe/](https://www.impfen-thueringen.de/terminvergabe/)                                                                       |\n| Jobcenter Bonn                                           | etermin    | [www.etermin.net/jcbn/](https://www.etermin.net/jcbn/)                                                                                                           |\n| Kammer für Arbeiter und Angestellte für das Burgenland   | etermin    | [www.etermin.net/GBRBgld/](https://www.etermin.net/GBRBgld/)                                                                                                     |\n| Kfz Zulassungstelle Grasbrunn                            | tevis      | [termine-reservieren.de/termine/lramuenchen/kfz-zulassungsstelle-grasbrunn/](https://termine-reservieren.de/termine/lramuenchen/kfz-zulassungsstelle-grasbrunn/) |\n| Kiel Einwohnermeldeamt                                   | tevis      | [terminvergabe-ema-zulassung.kiel.de/tevisema/](https://terminvergabe-ema-zulassung.kiel.de/tevisema/)                                                           |\n| Kreis Bergstraße                                         | netappoint | [terminreservierungverkehr.kreis-bergstrasse.de/netappoint/...](https://terminreservierungverkehr.kreis-bergstrasse.de/netappoint/index.php?company=bergstrasse) |\n| Kreis Coesfeld                                           | etermin    | [www.etermin.net/kreiscoesfeld/](https://www.etermin.net/kreiscoesfeld/)                                                                                         |\n| Kreis Germersheim Kfz-Zulassungsbehörde                  | netappoint | [kfz.kreis-germersheim.de/netappoint/...](https://kfz.kreis-germersheim.de/netappoint/index.php?company=kreis-germersheim)                                       |\n| Kreis Groß-Gerau                                         | tevis      | [tevis.ekom21.de/grg/](https://tevis.ekom21.de/grg/)                                                                                                             |\n| Kreis Herford Impfzentrum                                | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=136)                                                                     |\n| Kreis Herford Straßenverkehrsamt                         | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=45)                                                                      |\n| Kreis Lauenburg Fachdienst Straßenverkehr                | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=28)                                                                      |\n| Kreis Ludwigshfen                                        | tevis      | [tevisweb.ludwigshafen.de/](https://tevisweb.ludwigshafen.de/)                                                                                                   |\n| Kreis Olpe                                               | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=105)                                                                     |\n| Kreis Soest                                              | tevis      | [termine-buergerdienste.kreis-soest.de/](https://termine-buergerdienste.kreis-soest.de/)                                                                         |\n| Kreis Steinfurt                                          | etermin    | [www.etermin.net/kreis-steinfurt/](https://www.etermin.net/kreis-steinfurt/)                                                                                     |\n| Kreis Unna Kfz                                           | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=92)                                                                      |\n| Kreis Werra-Meißner                                      | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=27)                                                                      |\n| Kreis Wesel                                              | tevis      | [tevis.krzn.de/tevisweb080/](https://tevis.krzn.de/tevisweb080/)                                                                                                 |\n| Landesamt für Mess- und Eichwesen Berlin-Brandenburg     | etermin    | [www.etermin.net/lme-be-bb/](https://www.etermin.net/lme-be-bb/)                                                                                                 |\n| Landkreis Bernkastel-Wittlich                            | tevis      | [termine-reservieren.de/termine/bernkastel-wittlich/](https://termine-reservieren.de/termine/bernkastel-wittlich/)                                               |\n| Landkreis Breisgau-Hochschwarzwald Kfz-Zulassungsbehörde | netappoint | [termin.lkbh.net/...](https://termin.lkbh.net/index.php?company=lkbh-zulassung)                                                                                  |\n| Landkreis Breisgau-Hochschwarzwald Landwitschaft         | netappoint | [termin.lkbh.net/...](https://termin.lkbh.net/index.php?company=lkbh-lw)                                                                                         |\n| Landkreis Cochem-Zell                                    | tevis      | [termine-reservieren.de/termine/cochem-zell/](https://termine-reservieren.de/termine/cochem-zell/)                                                               |\n| Landkreis Friesland                                      | tevis      | [onlinetermine.friesland.de/](https://onlinetermine.friesland.de/)                                                                                               |\n| Landkreis Goeppingen                                     | tevis      | [termin.landkreis-goeppingen.de/](https://termin.landkreis-goeppingen.de/)                                                                                       |\n| Landkreis Kronach Zulassungsbehörde                      | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=68)                                                                      |\n| Landkreis Mayen-Koblenz                                  | tevis      | [termine-reservieren.de/termine/kvmayen-koblenz/](https://termine-reservieren.de/termine/kvmayen-koblenz/)                                                       |\n| Landkreis München Ausländerbehörde                       | tevis      | [termine-reservieren.de/termine/lramuenchen/auslaenderbehoerde/](https://termine-reservieren.de/termine/lramuenchen/auslaenderbehoerde/)                         |\n| Landkreis München Jobcenter                              | tevis      | [amtonline.de/tvweb/jc-muenchen/](https://amtonline.de/tvweb/jc-muenchen/)                                                                                       |\n| Landkreis Oldenburg                                      | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=128)                                                                     |\n| Landkreis Ortenau                                        | tevis      | [www.termine.lraog.de/](https://www.termine.lraog.de/)                                                                                                           |\n| Landkreis Schwäbisch Hall Zulassungsstelle               | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=86)                                                                      |\n| Landkreis Stade                                          | tevis      | [termine-reservieren.de/termine/stade/](https://termine-reservieren.de/termine/stade/)                                                                           |\n| Landkreis Verden                                         | tevis      | [lkv.landkreis-verden.de/TEVISWEB/](https://lkv.landkreis-verden.de/TEVISWEB/)                                                                                   |\n| Landkreis Weilheim-Schongau                              | tevis      | [termine-reservieren.de/termine/weilheimschongau/](https://termine-reservieren.de/termine/weilheimschongau/)                                                     |\n| Landkreis Zwickau                                        | tevis      | [termine-reservieren.de/termine/lra-zwickau/](https://termine-reservieren.de/termine/lra-zwickau/)                                                               |\n| Landratsamt Dachau                                       | tevis      | [termine.landratsamt-dachau.de/tevis/](https://termine.landratsamt-dachau.de/tevis/)                                                                             |\n| Landratsamt Deggendorf                                   | etermin    | [www.etermin.net/LRA-DEG-Termin/](https://www.etermin.net/LRA-DEG-Termin/)                                                                                       |\n| Landratsamt Fürstenfeldbruck                             | tevis      | [termine-reservieren.de/termine/lra-ffb/](https://termine-reservieren.de/termine/lra-ffb/)                                                                       |\n| Landratsamt Miesbach                                     | tevis      | [termine-reservieren.de/termine/lra-miesbach/](https://termine-reservieren.de/termine/lra-miesbach/)                                                             |\n| Landratsamt München                                      | tevis      | [termine-reservieren.de/termine/lramuenchen/efa/](https://termine-reservieren.de/termine/lramuenchen/efa/)                                                       |\n| Magistrat der Stadt Butzbach                             | etermin    | [www.etermin.net/stadtbutzbach/](https://www.etermin.net/stadtbutzbach/)                                                                                         |\n| Märkischer Kreis                                         | tevis      | [terminvergabe.maerkischer-kreis.de/](https://terminvergabe.maerkischer-kreis.de/)                                                                               |\n| Ostfildern                                               | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=51)                                                                      |\n| Psychologische Studierendenberatung Innsbruck            | etermin    | [www.etermin.net/PSB-Innsbruck/](https://www.etermin.net/PSB-Innsbruck/)                                                                                         |\n| Rheingau-Taunus-Kreis                                    | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=49)                                                                      |\n| SARS-CoV-2 Testzentrum der Stadt Fürth                   | etermin    | [www.etermin.net/Testzentrum_agnf/](https://www.etermin.net/Testzentrum_agnf/)                                                                                   |\n| Salzlandkreis                                            | tevis      | [termine.salzlandkreis.de/](https://termine.salzlandkreis.de/)                                                                                                   |\n| Schnelltestzentrum Hammersbach                           | etermin    | [www.etermin.net/Schnelltestzentrum/](https://www.etermin.net/Schnelltestzentrum/)                                                                               |\n| Stadt Amberg                                             | tevis      | [termine.amberg.de/](https://termine.amberg.de/)                                                                                                                 |\n| Stadt Ansbach                                            | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=91)                                                                      |\n| Stadt Bad Waldsee                                        | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=95)                                                                      |\n| Stadt Bad-Kreuznach                                      | tevis      | [termine-reservieren.de/termine/svkh/](https://termine-reservieren.de/termine/svkh/)                                                                             |\n| Stadt Beckum                                             | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=99)                                                                      |\n| Stadt Beckum Schwimmbäder                                | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=104)                                                                     |\n| Stadt Bergisch Gladbach                                  | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=101)                                                                     |\n| Stadt Bergkamen                                          | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=161)                                                                     |\n| Stadt Bielefeld Ausländerbehörde                         | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=54)                                                                      |\n| Stadt Bielefeld Bürgerberatung                           | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=83)                                                                      |\n| Stadt Bielefeld Fahrerlaubnisbehörde                     | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=110)                                                                     |\n| Stadt Bielefeld Kfz-Zulassungsbehörde                    | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=12)                                                                      |\n| Stadt Bielefeld Standesamt                               | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=58)                                                                      |\n| Stadt Billerbeck Verwaltung                              | etermin    | [www.etermin.net/termininbillerbeck/](https://www.etermin.net/termininbillerbeck/)                                                                               |\n| Stadt Blankenburg (Harz)                                 | etermin    | [www.etermin.net/blankenburg/](https://www.etermin.net/blankenburg/)                                                                                             |\n| Stadt Bochum                                             | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=127)                                                                     |\n| Stadt Bochum Baubürgeramt                                | netappoint | [terminvergabe.bochum.de/...](https://terminvergabe.bochum.de/index.php?company=bochumbaub)                                                                      |\n| Stadt Bochum Büro für Kfz-Angelegenheiten                | netappoint | [terminvergabe.bochum.de/...](https://terminvergabe.bochum.de/index.php?company=bochumbb)                                                                        |\n| Stadt Bochum Zulassungsstelle                            | netappoint | [terminvergabe.bochum.de/...](https://terminvergabe.bochum.de/index.php?company=bochum-stva)                                                                     |\n| Stadt Bochum Zulassungsstelle Umtausch                   | netappoint | [terminvergabe.bochum.de/...](https://terminvergabe.bochum.de/index.php?company=bochum-stva)                                                                     |\n| Stadt Bonn                                               | netappoint | [onlinetermine.bonn.de/...](https://onlinetermine.bonn.de/index.php?company=stadtbonn)                                                                           |\n| Stadt Bonn Bauamt                                        | netappoint | [onlinetermine.bonn.de/...](https://onlinetermine.bonn.de/index.php?company=stadtbonn-bau)                                                                       |\n| Stadt Braunschweig                                       | netappoint | [otr.braunschweig.de/netappoint/...](https://otr.braunschweig.de/netappoint/index.php?company=stadtbraunschweig)                                                 |\n| Stadt Bremen / Bremerhaven                               | tevis      | [termin.bremen.de/termine/](https://termin.bremen.de/termine/)                                                                                                   |\n| Stadt Burscheid                                          | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=71)                                                                      |\n| Stadt Coesfeld                                           | etermin    | [www.etermin.net/coe/](https://www.etermin.net/coe/)                                                                                                             |\n| Stadt Dormagen                                           | etermin    | [www.etermin.net/stadtdormagen/](https://www.etermin.net/stadtdormagen/)                                                                                         |\n| Stadt Dresden                                            | netappoint | [termine.dresden.de/netappoint/...](https://termine.dresden.de/netappoint/index.php?company=stadtdresden-fs)                                                     |\n| Stadt Dresden Kfz-Zulassungsbehörde                      | netappoint | [termine.dresden.de/netappoint/...](https://termine.dresden.de/netappoint/index.php?company=stadtdresden-kfz)                                                    |\n| Stadt Dülmen                                             | etermin    | [www.etermin.net/duelmen/](https://www.etermin.net/duelmen/)                                                                                                     |\n| Stadt Egelsbach                                          | tevis      | [tevis.ekom21.de/egb/](https://tevis.ekom21.de/egb/)                                                                                                             |\n| Stadt Eislingen                                          | tevis      | [termine-reservieren.de/termine/eislingen/](https://termine-reservieren.de/termine/eislingen/)                                                                   |\n| Stadt Eschwege                                           | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=41)                                                                      |\n| Stadt Frankenthal                                        | tevis      | [termine-reservieren.de/termine/frankenthal/](https://termine-reservieren.de/termine/frankenthal/)                                                               |\n| Stadt Frankfurt                                          | tevis      | [tevis.ekom21.de/fra/](https://tevis.ekom21.de/fra/)                                                                                                             |\n| Stadt Frankfurt am Main Bürgeramt                        | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=3)                                                                       |\n| Stadt Freiberg                                           | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=103)                                                                     |\n| Stadt Freising                                           | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=82)                                                                      |\n| Stadt Friedrichsdorf                                     | tevis      | [tevis.ekom21.de/frf/](https://tevis.ekom21.de/frf/)                                                                                                             |\n| Stadt Fulda                                              | tevis      | [termine-reservieren.de/termine/fulda/](https://termine-reservieren.de/termine/fulda/)                                                                           |\n| Stadt Gelsenkirchen                                      | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=14)                                                                      |\n| Stadt Gießen                                             | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=66)                                                                      |\n| Stadt Graz                                               | etermin    | [www.etermin.net/stadtgraz/](https://www.etermin.net/stadtgraz/)                                                                                                 |\n| Stadt Greifswald                                         | tevis      | [tevis-online.mvnet.de/greifswald/](https://tevis-online.mvnet.de/greifswald/)                                                                                   |\n| Stadt Gronau                                             | tevis      | [termine-reservieren.de/termine/gronau/](https://termine-reservieren.de/termine/gronau/)                                                                         |\n| Stadt Groß-Umstadt                                       | tevis      | [tevis.ekom21.de/gad/](https://tevis.ekom21.de/gad/)                                                                                                             |\n| Stadt Göttingen                                          | tevis      | [termin.goettingen.de/](https://termin.goettingen.de/)                                                                                                           |\n| Stadt Halberstadt                                        | etermin    | [www.etermin.net/halberstadt/](https://www.etermin.net/halberstadt/)                                                                                             |\n| Stadt Halle                                              | netappoint | [ncu.halle.de/...](https://ncu.halle.de/index.php?company=stadthalle)                                                                                            |\n| Stadt Heidelberg                                         | tevis      | [tevis-online.heidelberg.de/](https://tevis-online.heidelberg.de/)                                                                                               |\n| Stadt Herborn                                            | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=38)                                                                      |\n| Stadt Hof                                                | tevis      | [termine-reservieren.de/termine/hof/](https://termine-reservieren.de/termine/hof/)                                                                               |\n| Stadt Hornberg                                           | tevis      | [tevis.ekom21.de/hbe/](https://tevis.ekom21.de/hbe/)                                                                                                             |\n| Stadt Hünstetten                                         | tevis      | [tevis.ekom21.de/hsz/](https://tevis.ekom21.de/hsz/)                                                                                                             |\n| Stadt Hüttenberg                                         | tevis      | [tevis.ekom21.de/htb/](https://tevis.ekom21.de/htb/)                                                                                                             |\n| Stadt Ingelheim                                          | tevis      | [termine-reservieren.de/termine/ingelheim/](https://termine-reservieren.de/termine/ingelheim/)                                                                   |\n| Stadt Itzehoe Einwohnermeldeamt                          | etermin    | [www.etermin.net/Stadt_Itzehoe/](https://www.etermin.net/Stadt_Itzehoe/)                                                                                         |\n| Stadt Jena                                               | tevis      | [tevis-bs.jena.de/](https://tevis-bs.jena.de/)                                                                                                                   |\n| Stadt Kaiserslautern Ausländerbehörde                    | netappoint | [www3.kaiserslautern.de/netappoint/...](https://www3.kaiserslautern.de/netappoint/index.php?company=kaiserslautern-ausl)                                         |\n| Stadt Kassel                                             | tevis      | [tevis.ekom21.de/kas/](https://tevis.ekom21.de/kas/)                                                                                                             |\n| Stadt Kelsterbach                                        | tevis      | [tevis.ekom21.de/keb/](https://tevis.ekom21.de/keb/)                                                                                                             |\n| Stadt Koeln                                              | netappoint | [termine-online.stadt-koeln.de/...](https://termine-online.stadt-koeln.de/index.php?company=stadtkoeln)                                                          |\n| Stadt Kürten                                             | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=108)                                                                     |\n| Stadt Ladenburg                                          | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=84)                                                                      |\n| Stadt Lehrte                                             | etermin    | [www.etermin.net/StadtLehrte/](https://www.etermin.net/StadtLehrte/)                                                                                             |\n| Stadt Leichlingen                                        | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=43)                                                                      |\n| Stadt Leimen                                             | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=118)                                                                     |\n| Stadt Leipzig                                            | custom     | [leipzig.de/fachanwendungen/termine/...](https://leipzig.de/fachanwendungen/termine/index.html)                                                                  |\n| Stadt Leipzig Standesamt                                 | netappoint | [adressen.leipzig.de/netappoint/...](https://adressen.leipzig.de/netappoint/index.php?company=leipzig-standesamt)                                                |\n| Stadt Leun                                               | tevis      | [tevis.ekom21.de/lnx/](https://tevis.ekom21.de/lnx/)                                                                                                             |\n| Stadt Linsengericht                                      | tevis      | [tevis.ekom21.de/lsg/](https://tevis.ekom21.de/lsg/)                                                                                                             |\n| Stadt Lippstadt Fachdienst Einwohnerwesen                | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=88)                                                                      |\n| Stadt Ludwigsburg                                        | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=13)                                                                      |\n| Stadt Ludwigshafen Ausländerbehörde                      | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=9)                                                                       |\n| Stadt Löhne                                              | tevis      | [termine-reservieren.de/termine/loehne/](https://termine-reservieren.de/termine/loehne/)                                                                         |\n| Stadt Lüdenscheid                                        | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=15)                                                                      |\n| Stadt Lünen                                              | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=57)                                                                      |\n| Stadt Magdeburg                                          | netappoint | [service.magdeburg.de/netappoint/...](https://service.magdeburg.de/netappoint/index.php?company=magdeburg)                                                       |\n| Stadt Mainz                                              | tevis      | [otv.mainz.de/](https://otv.mainz.de/)                                                                                                                           |\n| Stadt Mannheim Bürgerservice                             | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=36)                                                                      |\n| Stadt Mannheim Fachbereich Sicherheit und Ordnung        | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=47)                                                                      |\n| Stadt Mechernich                                         | tevis      | [amtonline.de/tvweb/mechernich/](https://amtonline.de/tvweb/mechernich/)                                                                                         |\n| Stadt Minden                                             | tevis      | [termine-reservieren.de/termine/minden/](https://termine-reservieren.de/termine/minden/)                                                                         |\n| Stadt Mittenwalde                                        | etermin    | [www.etermin.net/StadtMittenwalde/](https://www.etermin.net/StadtMittenwalde/)                                                                                   |\n| Stadt Muenster                                           | tevis      | [termine.stadt-muenster.de/](https://termine.stadt-muenster.de/)                                                                                                 |\n| Stadt Mörlenbach                                         | tevis      | [tevis.ekom21.de/mah/](https://tevis.ekom21.de/mah/)                                                                                                             |\n| Stadt Mülheim an der Ruhr                                | tevis      | [terminvergabe.muelheim-ruhr.de/](https://terminvergabe.muelheim-ruhr.de/)                                                                                       |\n| Stadt Neu-Isenburg                                       | tevis      | [tevis.ekom21.de/nis/](https://tevis.ekom21.de/nis/)                                                                                                             |\n| Stadt Neu-Ulm                                            | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=50)                                                                      |\n| Stadt Niedenstein                                        | tevis      | [tevis.ekom21.de/nsn/](https://tevis.ekom21.de/nsn/)                                                                                                             |\n| Stadt Nordhausen                                         | tevis      | [tevis.svndh.de/](https://tevis.svndh.de/)                                                                                                                       |\n| Stadt Nürnberg                                           | tevis      | [nuernberg.termine-reservieren.de/](https://nuernberg.termine-reservieren.de/)                                                                                   |\n| Stadt Ober-Ramstadt                                      | tevis      | [tevis.ekom21.de/oby/](https://tevis.ekom21.de/oby/)                                                                                                             |\n| Stadt Oberasbach                                         | etermin    | [www.etermin.net/stadtoberasbach/](https://www.etermin.net/stadtoberasbach/)                                                                                     |\n| Stadt Oberding                                           | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=111)                                                                     |\n| Stadt Offenbach                                          | tevis      | [tevis.ekom21.de/off/](https://tevis.ekom21.de/off/)                                                                                                             |\n| Stadt Olfen                                              | etermin    | [www.etermin.net/stadtolfen/](https://www.etermin.net/stadtolfen/)                                                                                               |\n| Stadt Overath                                            | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=106)                                                                     |\n| Stadt Paderborn                                          | tevis      | [termine-reservieren.de/termine/paderborn/](https://termine-reservieren.de/termine/paderborn/)                                                                   |\n| Stadt Pfungstadt                                         | tevis      | [tevis.ekom21.de/pft/](https://tevis.ekom21.de/pft/)                                                                                                             |\n| Stadt Radolfzell                                         | tevis      | [amtonline.de/tvweb/radolfzell/](https://amtonline.de/tvweb/radolfzell/)                                                                                         |\n| Stadt Rastatt                                            | tevis      | [termine-reservieren.de/termine/rastatt/](https://termine-reservieren.de/termine/rastatt/)                                                                       |\n| Stadt Ravensburg                                         | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=72)                                                                      |\n| Stadt Rheda-Wiedenbrück                                  | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=87)                                                                      |\n| Stadt Rottenburg                                         | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=100)                                                                     |\n| Stadt Rösrath                                            | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=114)                                                                     |\n| Stadt Saarbrücken                                        | tevis      | [terminvergabe.saarbruecken.de/](https://terminvergabe.saarbruecken.de/)                                                                                         |\n| Stadt Salzgitter                                         | tevis      | [termine-reservieren.de/termine/salzgitter/](https://termine-reservieren.de/termine/salzgitter/)                                                                 |\n| Stadt Schloß Holte-Stukenbrock                           | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=102)                                                                     |\n| Stadt Schriesheim                                        | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=25)                                                                      |\n| Stadt Schwieberdingen                                    | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=155)                                                                     |\n| Stadt Schwäbisch Hall                                    | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=158)                                                                     |\n| Stadt Schönebeck (Elbe)                                  | tevis      | [termine-reservieren.de/termine/schoenebeck-elbe/](https://termine-reservieren.de/termine/schoenebeck-elbe/)                                                     |\n| Stadt Selm                                               | etermin    | [www.etermin.net/stadtselm/](https://www.etermin.net/stadtselm/)                                                                                                 |\n| Stadt Speyer                                             | tevis      | [termine-reservieren.de/termine/speyer/](https://termine-reservieren.de/termine/speyer/)                                                                         |\n| Stadt Stadtbergen                                        | etermin    | [www.etermin.net/stadtbergen/](https://www.etermin.net/stadtbergen/)                                                                                             |\n| Stadt Steinburg                                          | tevis      | [termine-reservieren.de/termine/steinburg/](https://termine-reservieren.de/termine/steinburg/)                                                                   |\n| Stadt Söst                                               | tevis      | [termine-reservieren.de/termine/stadtsoest/](https://termine-reservieren.de/termine/stadtsoest/)                                                                 |\n| Stadt Teltow                                             | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=39)                                                                      |\n| Stadt Trier                                              | tevis      | [termine-reservieren.de/termine/trier/](https://termine-reservieren.de/termine/trier/)                                                                           |\n| Stadt Tübingen                                           | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=107)                                                                     |\n| Stadt Unna                                               | tevis      | [termine-reservieren.de/termine/unna/](https://termine-reservieren.de/termine/unna/)                                                                             |\n| Stadt Viernheim                                          | tevis      | [tevis.ekom21.de/vhx/](https://tevis.ekom21.de/vhx/)                                                                                                             |\n| Stadt Walldorf                                           | etermin    | [www.etermin.net/stadt-walldorf/](https://www.etermin.net/stadt-walldorf/)                                                                                       |\n| Stadt Weimar                                             | tevis      | [tevis.weimar.de/](https://tevis.weimar.de/)                                                                                                                     |\n| Stadt Weinheim                                           | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=76)                                                                      |\n| Stadt Weiterstadt                                        | tevis      | [tevis.ekom21.de/wdt/](https://tevis.ekom21.de/wdt/)                                                                                                             |\n| Stadt Werne                                              | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=109)                                                                     |\n| Stadt Wiehl                                              | etermin    | [www.etermin.net/stadtwiehl/](https://www.etermin.net/stadtwiehl/)                                                                                               |\n| Stadt Wittmund                                           | tevis      | [termine-reservieren.de/termine/wittmund/stva/](https://termine-reservieren.de/termine/wittmund/stva/)                                                           |\n| Stadt Worms                                              | tevis      | [termine-reservieren.de/termine/worms/](https://termine-reservieren.de/termine/worms/)                                                                           |\n| Stadt Wuppertal Einwohnermeldeamt                        | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=56)                                                                      |\n| Stadt Wuppertal Geodatenzentrum                          | netappoint | [terminvergabe2.wuppertal.de/...](https://terminvergabe2.wuppertal.de/index.php?company=stadtwuppertal-geo)                                                      |\n| Stadt Wuppertal Gewerbecenter                            | netappoint | [terminvergabe2.wuppertal.de/...](https://terminvergabe2.wuppertal.de/index.php?company=wuppertal-gewerbe)                                                       |\n| Stadt Wuppertal Staßenverkehrsamt                        | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=4)                                                                       |\n| StadtPalais - Museum für Stuttgart                       | etermin    | [www.etermin.net/stadtlaborstuttgart/](https://www.etermin.net/stadtlaborstuttgart/)                                                                             |\n| Stadtwerke Bochum                                        | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=23)                                                                      |\n| Stadtwerke Ebersfeld                                     | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=69)                                                                      |\n| Stadtwerke Geldern Netz                                  | etermin    | [www.etermin.net/Zaehlerwechseltermine/](https://www.etermin.net/Zaehlerwechseltermine/)                                                                         |\n| Stadtwerke Kiel                                          | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=70)                                                                      |\n| Stadtwerke Mannheim                                      | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=60)                                                                      |\n| Straßenverkehrsamt Oberbergischer Kreis                  | tempus     | [tempus-termine.com/termine/...](https://tempus-termine.com/termine/index.php?anlagennr=67)                                                                      |\n| Städteregion Aachen                                      | netappoint | [terminmanagement.regioit-aachen.de/sr_aachen/...](https://terminmanagement.regioit-aachen.de/sr_aachen/index.php?company=staedteregion-aachen)                  |\n| Testzentrum Goslar                                       | etermin    | [www.etermin.net/testzentrumgoslar/](https://www.etermin.net/testzentrumgoslar/)                                                                                 |\n| Testzentrum Hahnenklee                                   | etermin    | [www.etermin.net/testzentrumhahnenklee/](https://www.etermin.net/testzentrumhahnenklee/)                                                                         |\n| Universität Graz                                         | etermin    | [www.etermin.net/unitestet/](https://www.etermin.net/unitestet/)                                                                                                 |\n| Verbandsgemeindeverwaltung Daun                          | etermin    | [www.etermin.net/vgdaun/](https://www.etermin.net/vgdaun/)                                                                                                       |\n| Zulassungsstelle Leverkusen                              | netappoint | [termine.leverkusen.de/...](https://termine.leverkusen.de/index.php?company=LEV-Zulassung)                                                                       |\n| Österreichische Gesundheitskasse                         | etermin    | [www.etermin.net/OEGK/](https://www.etermin.net/OEGK/)                                                                                                           |\n\nThe scraped interfaces which are used by most websites:\n\n- **tevis**: https://www.kommunix.de/produkte/tevis/\n- **netappoint**: http://www.edv-kahlert.de/produkte/Netcallup/netalarmpro1.htm\n- **etermin**: https://www.etermin.net/  \n- **tempus**: http://berner-telecom.de/\n\n\n### Data details\n\nAt each **snapshot** all **available dates** are recorded for each listed \noffice department. The **tevis** system shows the available dates for\nthe next **N** full weeks, where **N** is set to **6** in my recording job.\nThe **etermin** and **netappoint** system is asked for the next **N** * 7 days.\n \nHere's an example for one day from the \n[website of **Bonn**](https://onlinetermine.bonn.de/index.php?company=stadtbonn):\n\n|                     | *Führerscheinwesen* | *Kfz-Zulassungswesen* | *Meldewesen* |\n|:--------------------|:--------------------|:----------------------|:-------------|\n| 2021-08-10T07:45:00 |                     | X                     |              |\n| 2021-08-10T07:50:00 |                     | X                     |              |\n| 2021-08-10T07:55:00 | X                   | X                     |              |\n| 2021-08-10T08:00:00 | X                   | X                     |              |\n| 2021-08-10T08:05:00 | X                   | X                     |              |\n| 2021-08-10T08:10:00 | X                   | X                     |              |\n| 2021-08-10T08:15:00 | X                   | X                     |              |\n| 2021-08-10T08:20:00 | X                   | X                     |              |\n| 2021-08-10T08:25:00 | X                   | X                     |              |\n| 2021-08-10T08:30:00 | X                   | X                     |              |\n| 2021-08-10T08:35:00 | X                   | X                     |              |\n| 2021-08-10T08:40:00 | X                   | X                     |              |\n| 2021-08-10T08:45:00 | X                   | X                     |              |\n| 2021-08-10T08:50:00 | X                   | X                     |              |\n| 2021-08-10T08:55:00 | X                   | X                     |              |\n| 2021-08-10T09:00:00 |                     | X                     |              |\n| 2021-08-10T09:05:00 |                     | X                     |              |\n| 2021-08-10T09:10:00 |                     | X                     |              |\n| 2021-08-10T09:15:00 | X                   | X                     |              |\n| 2021-08-10T09:20:00 | X                   | X                     |              |\n| 2021-08-10T09:25:00 | X                   | X                     |              |\n| 2021-08-10T09:30:00 | X                   | X                     |              |\n| 2021-08-10T09:35:00 | X                   | X                     |              |\n| 2021-08-10T09:40:00 | X                   | X                     |              |\n| 2021-08-10T09:45:00 | X                   | X                     |              |\n| 2021-08-10T09:50:00 | X                   | X                     |              |\n| 2021-08-10T09:55:00 | X                   | X                     |              |\n| 2021-08-10T10:00:00 |                     | X                     |              |\n| 2021-08-10T10:05:00 |                     | X                     |              |\n| 2021-08-10T10:10:00 |                     | X                     |              |\n| 2021-08-10T10:15:00 |                     | X                     |              |\n| 2021-08-10T10:20:00 | X                   | X                     |              |\n| 2021-08-10T10:25:00 | X                   | X                     |              |\n| 2021-08-10T10:30:00 |                     | X                     |              |\n| 2021-08-10T10:35:00 |                     | X                     |              |\n| 2021-08-10T10:40:00 |                     | X                     |              |\n| 2021-08-10T10:45:00 |                     | X                     |              |\n| 2021-08-10T10:50:00 | X                   | X                     |              |\n| 2021-08-10T10:55:00 | X                   | X                     |              |\n| 2021-08-10T11:00:00 |                     | X                     |              |\n| 2021-08-10T11:05:00 |                     | X                     |              |\n| 2021-08-10T11:10:00 | X                   | X                     |              |\n| 2021-08-10T11:15:00 | X                   | X                     |              |\n| 2021-08-10T11:20:00 | X                   | X                     |              |\n| 2021-08-10T11:25:00 | X                   | X                     |              |\n| 2021-08-10T11:30:00 | X                   | X                     |              |\n| 2021-08-10T11:35:00 | X                   | X                     |              |\n| 2021-08-10T11:40:00 | X                   | X                     |              |\n| 2021-08-10T11:45:00 | X                   | X                     |              |\n| 2021-08-10T11:50:00 | X                   | X                     |              |\n| 2021-08-10T11:55:00 | X                   | X                     |              |\n| 2021-08-10T12:00:00 |                     | X                     |              |\n| 2021-08-10T12:05:00 |                     | X                     |              |\n| 2021-08-10T12:10:00 |                     | X                     |              |\n| 2021-08-10T12:15:00 | X                   | X                     |              |\n| 2021-08-10T12:20:00 | X                   | X                     |              |\n| 2021-08-10T12:25:00 |                     | X                     |              |\n| 2021-08-10T12:30:00 | X                   |                       |              |\n| 2021-08-10T12:35:00 | X                   |                       |              |\n| 2021-08-10T12:40:00 | X                   |                       |              |\n\nObviously they offer 5 minute slots and, yes, german offices might\nclose quite early. By looking at more data one can see\nthat *Meldewesen* and *Führerscheinwesen* exchange availability between weeks. \n\nIt's not possible for all websites/systems to gather the actual business\nhours for each day so a single snapshot is not necessarily enough to\ncalculate the correct number of appointments for each day. \n\nHowever, when comparing\ntwo successive snapshots, it's possible to count new appointments or \ncancellations *quite* robustly and then attach a timestamp of when the \nappointments where made, clicked or activated or however this is called.\n\nStill, there seem to be some erratic updates which mess up the calculation\nand some offices seem to only update the availability every couple of days. \nIn fact, this project turned out to demand **a lot** of time and work, \nespecially in finding and fixing all my mistakes in the beginning. \nAfter the first 10 weeks of data collection, some of the mistakes have\nbeen spotted.  \n\nBelow's a week of extracted data for all netappoint/tevis interfaces\nresampled to a 1 hour interval. Offices with strange peaks where\nexcluded.  \n\n![timeline through one week](/docs/one-week-all.png)\n\nBlue line is number of appointments\nand red line is cancellations.\n\nOne custom appointment interface of special interest is the \n[Impf-Terminvergabe Thüringen](https://www.impfen-thueringen.de/terminvergabe/index.php),\nthe website to make covid vaccination appointments in Thuringia.\nThey only offer one timeslot per day for at most 3 different days.\nAnd their offered dates change all the time. Out of pure interest,\na snapshot is recorded every minute! \n\nIn below graphic, whenever a new snapshot\noffers a timeslot that is **after** the previously offered timeslot,\nthe previous timeslot is counted as one appointment.\n\n![timeline through one week for vaccination](/docs/one-week-vacc.png) \n\nThese are probably not real appointments but rather \na measure of website activity as the total number of appointments made\nwould be over 190,000 in a period of 10 days. That does not really\nfit the perceived reality.\n\n\n### TODO-list of websites i found\n\n- *\"QMatic\"* \n    - https://terminonline.neubrandenburg.de/netappoint/index.php?option=showbooking\u0026company=neubrandenburg\u0026cur_cause=1\u0026auth=\u0026month=06\u0026year=2021\u0026sel=8\n      \n      They seem to have an older (or newer?) version of netappoint belonging to netcallup.de/qmatic\n    - https://www.lra-aoe.de/qmaticwebbooking/#/ some other qmatic page..\n    - https://www.qtermin.de/A36-Kalender-Monschau\n    - https://www.qtermin.de/mtk-gesundheitsamt\n    - https://www.qtermin.de/mtk-sva\n    - https://onlinetermin.mtk.org/qmaticwebbooking/#/preselect/branch/6e2377dedb49f2593139afc7f9e12abcb813995ff7e7ae3a86278d40749d266d\n    - https://www.qtermin.de/mtk-jugendamt\n    - https://onlinetermin.mtk.org/qmaticwebbooking/#/preselect/branch/998463c90b4d5c14787e84e162de4af0f584f1a59460f7a3d8b00c1ec686d827\n    - https://www.qtermin.de/stadt-duisburg-zul\n    - https://www.qtermin.de/qtermin-stadt-freiburg-bs\n    \n- https://www.kreis-alzey-worms.eu/verwaltung/zulassungsstelle/buchung/terminbuchung.php\n\n  Quite simple XHR interface\n\n- https://aufrufanlage36.bottrop.de/?\n\n- https://eservice01.kreis-calw.de/\n\n- https://sean.outsystemsenterprise.com/TicketSystemOnlineTermine/\n\n- https://terminreservierung.blutspende.de/\n\n- https://scheduler.mobimed.at/kinemedic/\n\n- timeacle.com\n    - https://timeacle.com/business/index/id/374 (Braunschweig)\n    - https://timeacle.com/business/index/id/3134/booking/appointment/row_id/undefined/ (Oldenburg)\n    - https://timeacle.com/business/index/id/2329/booking/appointment/row_id/3238\n    - https://timeacle.com/business/index/id/2339/booking/appointment/row_id/3278\n    \n- https://spieleland.besuchsplaner.online\n\n- https://meintermin.essen.de/termine/index.php\n\n- https://testtermin.de/ - corona tests across germany\n\n- https://www.rhein-erft-kreis.de/artikel/termine-online-reservieren\n\n- Another generic appointment service by www.cleverq.de (Business Intelligent Cloud GmbH)\n    - https://cqm.cleverq.de/public/appointments/lk_cloppenpurg_kfz_cloppenburg/index.html?lang=de\n    - https://cqm.cleverq.de/public/appointments/zulassung_alzenau/index.html?lang=de \n    - https://cqm.cleverq.de/public/appointments/Zulassung-Segeberg/index.html?lang=de\n    - https://cqm.cleverq.de/public/appointments/norderstedt/index.html?lang=de\n    \n- https://www.buergerserviceportal.de/\n\n  They require registration.\n\n- *Smart Customer eXperience* https://smart-cjm.com\n    - https://rsk.saas.smartcjm.com/m/strassenverkehrsamt/extern/calendar/?uid=8a08422a-9d05-48e4-bb31-4ee51c4cd68a\n    - https://termin.ostallgaeu.de/m/lra-oal/extern/calendar/?uid=259bec4f-6d28-46e3-a008-94818c84fe32\n    - https://lk-biberach.saas.smartcjm.com/m/Zulassung/extern/calendar/?uid=0413567e-ad7b-46f8-abc0-d1756c39109c\n    - https://termine.landkreis-karlsruhe.de/m/Zulassung/extern/calendar/?uid=81ebbc74-3681-4900-84e7-457ade4662ec\n    - https://termin.kreis-oh.de/m/kreis-ostholstein/extern/calendar/?uid=e236b01b-460e-4c76-88db-7e083557c438\u0026wsid=c262c86a-9973-4760-806a-bc9c75755014\u0026lang=de\n    - https://termine.lkgi.de/m/zulassungsstelle/extern/calendar/?uid=46c3c125-ee61-4949-97f4-132979349815\n    - https://termine.lkgi.de/m/Zulassungstelle-Gruenberg/extern/calendar/?uid=36f4d860-a5e2-4f73-ad7c-6ee3619d3ff9\n    - https://termine.lra-es.de/m/strassenverkehrsamt/extern/calendar/?uid=396fc9d8-b0e0-4138-8ab3-82bad96cdb3e\n    - a couple linked on https://www.karlsruhe.de/b4/buergerdienste/terminvereinbarung.de\n    - https://thor.ostalbkreis.de/m/oakstrassenverkehr/extern/calendar/?uid=caa33f31-2148-4149-986b-183dda71bdc3\n    - https://termin.kreis-oh.de/m/kreis-ostholstein/extern/calendar/?uid=e236b01b-460e-4c76-88db-7e083557c438\n    - https://termine.landkreis-guenzburg.de/m/lbb/extern/calendar/?uid=2224a191-d0b2-4432-aeae-ba69b10d03ba\n    - https://emergency.saas.smartcjm.com/m/Stadtverwaltung-Langen/extern/calendar/?uid=c3bf3b96-7847-497f-a2f4-6d72a992890f\u0026lang=de\n    - https://emergency.saas.smartcjm.com/m/Stadtverwaltung-Langen/extern/calendar/?uid=cf6c0a32-6d3f-448b-a5fa-656aaa525715\u0026lang=de\n    - https://termine.bochum.de/m/buergerbuero/extern/calendar/?uid=eab3c2ce-bd9c-4c81-8dab-663aebdc0ce3\n    - https://termine.bochum.de/m/standesamt/extern/calendar/?uid=8e909dba-a24a-4d55-b06b-a9dd0fed1cc6\n    - https://termine.bochum.de/m/abuero/extern/calendar/?uid=c5829d01-0a37-4ed5-868b-16b2788265d6\n    - https://termine.bochum.de/m/abuero/extern/calendar/?uid=404bfc07-3614-46fc-9f3a-801fb1fd8954\n    - https://termine.kreislippe.de/m/kreis-lippe/extern/calendar/?uid=b19ec13c-2d76-4188-a3e2-d63d6d2567c6\n    - https://lk-suedliche-weinstrasse.saas.smartcjm.com/m/sva/extern/calendar/?uid=824ff5f9-7e19-40ef-ba08-c3837cb05d79\n    - https://lk-suedliche-weinstrasse.saas.smartcjm.com/m/sva/extern/calendar/?uid=527c2cfb-35f9-492c-9676-9d2e7db3ce1d\n    - https://stadt-hildesheim.saas.smartcjm.com/m/stadt-hildesheim/extern/calendar/?uid=8b290124-473e-447c-b7a7-6bd74b7c58e5\n            \n- https://www.rhein-neckar-kreis.de/start/service/terminvereinbarung.html\n\n  Yet another system. Seems to need email and phone before showing dates.\n\n- Yet another system. By *Terminland GmbH*.\n    - https://www.terminland.de/Ennepe-Ruhr-Kreis/?m=31789\n    - https://www.terminland.eu/impfzentrum_lra-ab/\n    - https://www.terminland.de/Lichtenfels/\n    \n- \"Internetgeschaeftsvorfaelle\"\n    - https://kfz.virtuelles-rathaus.de/igv2-man/servlet/Internetgeschaeftsvorfaelle   \n    - https://laikra.komm.one/dvvlaikraIGV21/servlet/Internetgeschaeftsvorfaelle\n    \n- https://dtms.wiesbaden.de/DTMSTerminWeb/\n  \n  Yet another system. based on dotnet oO\n\n- https://reservation.frontdesksuite.com/pinneberg/Termin/\n\n- https://termine.crossing.de/319833962/Appointment/Index/1\n\n- Yet another system\n    - https://egov.potsdam.de/tnv/?START_OFFICE=kfz\n    - https://kfz-termin.landkreis-uelzen.de/?START_OFFICE=KFZZUL\n    - https://kfz-termin.landkreis-uelzen.de/?START_OFFICE=KFZAUSGABE\n\n- https://kfzonline.ekom21.de/kfzonline.public/start.html?oe=00.00.06.438000\n  \n  Don't really finding dates there\n\n- https://www.wormser-baeder.de/sportbaeder/veranstaltungen/eintritt/monatsuebersicht.php\n\n- https://serviceportal.schleswig-holstein.de/Verwaltungsportal/Service/Entry/IKFZ\n- https://serviceportal.hamburg.de/HamburgGateway/FVP/FV/Bezirke/DigiTermin/?sid=313\n\n\n### Started but abandoned \n\n- https://service.berlin.de/terminvereinbarung/\n\n  Started scraper [berlin.py](src/sources/berlin.py) but they \n  protect themselves with throttling and captchas. They really\n  do not want a bot crawling their page. \n \n- [termed.de](https://www.termed.de/) is fully APIfied and there\n  exists a prototype of a [scraper](src/sources/termed.py) \n  but it yields such an enormous amount of data \n  (more than 3000 calendars per snapshot leading to gigabytes per week) \n  that it is not included in the data export. Also it's a \n  lot of private medical practices which do not really fit the \n  *public office* category.\n  \n  To use it, explicitly include it: `python scraper.py snapshot -i termed`\n ","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdefgsus%2Foffice-schedule-scraper","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdefgsus%2Foffice-schedule-scraper","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdefgsus%2Foffice-schedule-scraper/lists"}