diff --git a/README.md b/README.md index 56a5104..c74c7e0 100644 --- a/README.md +++ b/README.md @@ -14,8 +14,8 @@ Hier findet ihr die Coding Challenges zum Adventskalender 2024 von [München.Dig Über den kostenlosen Service `Binder` könnt ihr die Challenges bearbeiten: -- ⛄ Challenge 1: [In Binder öffnen und bearbeiten][challenge1-binder] / [Code-Vorlage anzeigen][challenge1-github] (bis 08.12.2024 am Gewinnspiel (s.u.) teilnehmen) -- 🎄 Challenge 2 (ab 09.12.2024) +- ⛄ Challenge 1: [In Binder öffnen und bearbeiten][challenge1-binder] / [Code-Vorlage anzeigen][challenge1-github] +- 🎄 Challenge 2: [In Binder öffnen und bearbeiten][challenge2-binder] / [Code-Vorlage anzeigen][challenge2-github] (bis 15.12.2024 am Gewinnspiel (s.u.) teilnehmen) - 🎅 Challenge 3 (ab 16.12.2024) - 🎁 Challenge 4 (ab 23.12.2024) @@ -42,8 +42,8 @@ Schaut gerne auch auf [Instagram][instagram-link] bei unserem täglichen Advents ### Teilnahmebedingungen -Teilnahmezeitraum für das Gewinnspiel der ersten Coding Challenge ist vom 3. Dezember bis zum 8. Dezember um 23.59 Uhr. -Die Gewinnerin oder der Gewinner wird am 9. Dezember per Zufallsgenerator aus allen richtigen Einsendungen ausgelost und per Direktnachricht von uns informiert. +Teilnahmezeitraum für das Gewinnspiel der zweiten Coding Challenge ist vom 8. Dezember bis zum 15. Dezember um 23.59 Uhr. +Die Gewinnerin oder der Gewinner wird am 16. Dezember per Zufallsgenerator aus allen richtigen Einsendungen ausgelost und per Direktnachricht von uns informiert. Die Teilnahme ist freiwillig. Teilnahmeberechtigt sind natürliche Personen, die zum Zeitpunkt der Teilnahme mindestens 18 Jahre alt sind und einen Wohnsitz in Deutschland haben. Veranstalter des Gewinnspiels ist das IT-Referat der Landeshauptstadt München, Büro der Referentin, Agnes-Pockels-Bogen 33, 80992 München. Das Gewinnspiel steht in keiner Verbindung zu LinkedIn oder zur Meta Plattform (Instagram oder Facebook) und wird in keiner Weise von einem dieser Unternehmen gesponsert, unterstützt oder organisiert. @@ -58,7 +58,7 @@ Mit der Teilnahme willigen die Teilnehmenden ein, dass die übermittelten Daten Zu jeder Challenge gibt es auch eine Musterlösung nach Ende des jeweiligen Gewinnspielzeitraums (siehe oben). Folgende Lösungen stehen schon zur Verfügung: -- n.n. +- 🎁 Challenge 1: [Musterlösung anzeigen][] Falls ihr Fragen oder Probleme habt, könnt ihr gerne ein [Issue erstellen](https://github.com/it-at-m/advent-coding-challenges-24/issues/new) oder uns [eine E-Mail schreiben](mailto:itm.kicc@muenchen.de). @@ -88,9 +88,11 @@ it@M KICC - itm.kicc@muenchen.de [start-binder]: https://mybinder.org/v2/gh/it-at-m/advent-coding-challenges-24/HEAD [challenge1-binder]: https://mybinder.org/v2/gh/it-at-m/advent-coding-challenges-24/HEAD?urlpath=lab%2Ftree%2Fchallenges%2Fchallenge1.ipynb +[challenge2-binder]: https://mybinder.org/v2/gh/it-at-m/advent-coding-challenges-24/HEAD?urlpath=lab%2Ftree%2Fchallenges%2Fchallenge2.ipynb [challenge1-github]: https://github.com/it-at-m/advent-coding-challenges-24/blob/main/challenges/challenge1.ipynb [solution1-github]: https://github.com/it-at-m/advent-coding-challenges-24/blob/main/solutions/challenge1_solution.ipynb +[challenge2-github]: https://github.com/it-at-m/advent-coding-challenges-24/blob/main/challenges/challenge2.ipynb [linkedin-link]: https://www.linkedin.com/showcase/muenchen-digital/ [instagram-link]: https://www.instagram.com/muenchen.digital/ \ No newline at end of file diff --git a/challenges/challenge2.ipynb b/challenges/challenge2.ipynb new file mode 100644 index 0000000..e753fb8 --- /dev/null +++ b/challenges/challenge2.ipynb @@ -0,0 +1,796 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# [muenchen.digital](https://muenchen.digital) Adventskalender 2024 - Coding Challenge 2\n", + "\n", + "Über den folgenden Button gelangst du zu einer interaktiven Version dieses Notebooks, in der du die Challenge selbst lösen kannst: \n", + "\n", + "[![Binder starten](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/it-at-m/advent-coding-challenges-24/HEAD?urlpath=lab%2Ftree%2Fchallenges%2Fchallenge2.ipynb)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "vscode": { + "languageId": "plaintext" + } + }, + "source": [ + "## Datensatz\n", + "\n", + "Unser Coding-Adventskalender dreht sich dieses Jahr komplett um Weihnachtsmärkte.\n", + "\n", + "Genauer gesagt, um die Weihnachtsmärkte in München, denn für die gibt es seit diesem Jahr einen frei verfügbaren Datensatz.\n", + "\n", + "Diesen Datensatz wollen wir in den 4 Challenges nutzen, um nach und nach mehr Informationen zu den Weihnachtsmärkten herauszufinden.\n", + "\n", + "Du findest ihn unter folgendem Link: https://opendata.muenchen.de/dataset/weihnachtsmaerkte-muenchen/resource/312260ca-7346-4b85-a357-3764bcadc6dd\n", + "\n", + "Schau dir den Datensatz gerne erst einmal im Browser an, um ihn kennenzulernen." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "vscode": { + "languageId": "plaintext" + } + }, + "source": [ + "# Download des Datensatzes\n", + "\n", + "**Der Datensatz wurde inzwischen um neue Märkte erweitert, bitte geh sicher dass du die aktuellste Version (v4) verwendest.**\n", + "\n", + "Du kannst den Datensatz entweder [manuell herunterladen](https://opendata.muenchen.de/dataset/92515550-b236-4a08-9259-260513889548/resource/312260ca-7346-4b85-a357-3764bcadc6dd/download/weihnachtsmarkte-muenchen-2024-v2.csv) und wieder in das Notebook hochladen, oder du kannst den folgenden Code-Block ausführen, um den Datensatz direkt in das Notebook zu laden." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import requests\n", + "\n", + "url = \"https://opendata.muenchen.de/dataset/92515550-b236-4a08-9259-260513889548/resource/312260ca-7346-4b85-a357-3764bcadc6dd/download/weihnachtsmarkte-muenchen-2024-v4.csv\"\n", + "response = requests.get(url)\n", + "\n", + "with open(\"weihnachtsmarkte-muenchen-2024-v4.csv\", \"wb\") as file:\n", + " file.write(response.content)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Vorbereitung\n", + "\n", + "Zur Vorbereitung laden wir wieder einmal den Datensatz und korrigieren die Koordinaten, damit wir sie später auf einer Karte darstellen können." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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MarktnameOrtStartdatumEnddatumDatum_AnmerkungenWebsiteBeschreibungAdresselatitudelongitude
0Münchner Christkindlmarkt am MarienplatzMarienplatz25.11.202424.12.2024NaNhttps://www.christkindlmarkt-muenchen.deDer traditionelle Markt vor dem Neuen Rathaus ...Marienplatz, 80331 München48.13725411.575513
1Winterzauber auf dem ViktualienmarktViktualienmarkt22.11.202404.01.2025Geschlossen an Sonn- und Feiertagenhttps://www.viktualienmarkt.deEin beliebter Markt, der mit kulinarischen Lec...Viktualienmarkt, 80331 München48.13516311.576328
2Eiszauber am Karlsplatz-StachusKarlsplatz-Stachus22.11.202412.01.2025NaNhttps://www.muenchnereiszauber.deMit Bayerns größter mobiler Eisarena ist diese...Karlsplatz, 80335 München48.13907911.566200
3Weihnachtsdorf im Kaiserhof der ResidenzMünchner Residenz18.11.202422.12.2024NaNhttps://www.dasweihnachtsdorf.deEin idyllisches Weihnachtsdorf im Innenhof der...Residenzstraße 1, 80333 München48.14156711.578399
4Christkindlmarkt am Sendlinger TorSendlinger-Tor-Platz25.11.202422.12.2024NaNhttps://www.sendlingertor.comEin kleiner, feiner Markt mit internationalem ...Sendlinger-Tor-Platz, 80331 München48.13396011.567289
5Münchner Adventsspektakel und Mittelalterliche...Wittelsbacher Platz25.11.202423.12.2024NaNhttps://www.mittelaltermarkt-muenchen.deEin Markt, der Geschichte hautnah erlebbar mac...Wittelsbacher Platz 6-10, 80333 München48.14333611.576106
6Münchner FeuerzangenbowleBlumenstraße 2225.11.202406.01.2025NaNhttps://www.muenchner-feuerzangenbowle.deHier wird die berühmte Feuerzangenbowle in ein...Blumenstraße 22, 80331 München48.13385311.573686
7Tollwood – das WinterfestivalTheresienwiese26.11.202431.12.2024Markt bis 23.12.https://www.tollwood.deEin alternatives Festival mit Bio-Essen und ku...Theresienwiese, 80339 München48.13447911.549667
8Pink ChristmasStephansplatz25.11.202423.12.2024NaNhttps://www.pink-christmas.deEin queerer Weihnachtsmarkt, der Vielfalt und ...Stephansplatz, 80469 München48.13098811.566672
9Neuhauser WeihnachtsmarktRotkreuzplatz25.11.202423.12.2024NaNhttp://www.weihnachtsmarkt-muenchen-neuhausen.deEin familiärer Markt mit einer Vielzahl von ha...Rotkreuzplatz, 80634 München48.15263411.533209
10Blutenburger WeihnachtSchloss Blutenburg05.12.202408.12.2024NaNhttps://www.blutenburgverein.deEin märchenhafter Markt in der idyllischen Kul...Schloss Blutenburg, 81247 München48.16311911.456797
11Haidhauser WeihnachtsmarktWeißenburger Platz26.11.202424.12.2024NaNhttps://www.haidhauser-weihnachtsmarkt.deEin beschaulicher, familiärer Markt mit live M...Weißenburger Platz, 81667 München48.12855711.596115
12Glühwein-Festival im Bogenhausener Weihnachtsz...Festivalgelände vor dem Cosimabad14.11.202406.01.2025NaNhttps://www.geja-event.deEin zauberhafter Weihnachtsmarkt mit vielen Gl...Cosimastraße, 81679 München48.15400811.629066
13Weihnachtsmarkt auf der PraterinselPraterinsel14.11.202422.12.2024NaNhttps://www.praterinsel.deEin romantischer Markt mit Chillout-Oasen und ...Praterinsel 3-4, 80538 München48.13611511.590236
14Weihnachtsmarkt am Chinesischen TurmEnglischer Garten27.11.202422.12.2024NaNhttps://www.chinaturm.deEin traditioneller Markt im Englischen Garten ...Englischer Garten, 80539 München48.15240311.592118
15Schwabinger WeihnachtsmarktMünchner Freiheit29.11.202424.12.2024NaNhttps://www.schwabingerweihnachtsmarkt.deEin kreativer Markt mit Kunstzelt und vielfält...Münchner Freiheit, 80802 München48.16266511.586725
16Märchenbazar im OlympiaparkOlympiapark28.11.202429.12.2024NaNhttps://www.maerchenbazar.deEin nostalgischer Markt mit Zirkuszelten und e...Spiridon-Louis-Ring 100, 80809 München48.16764511.548905
17Zauberhafter Weihnachtsmarkt im WerksviertelKnödelplatz14.11.202420.12.2024NaNhttps://www.werksviertel-mitte.deEin kreativer Markt mit vielfältigem Bühnenpro...Knödelplatz, 81673 München48.12432811.605546
18Sternenflotte auf der Alten UttingLagerhausstraße 1505.12.202430.12.2024NaNhttps://www.alte-utting.deEin einzigartiger Markt auf einem alten Dampfe...Lagerhausstraße 15, 80339 München48.11953011.556544
19Der MondscheinexpressBahnwärter Thiel21.11.202423.12.2024NaNhttps://www.bahnwaerterthiel.deEin kreativer Weihnachtsmarkt mit Kunsthandwer...Tumblingerstraße 45, 80337 München48.12223711.554838
20Winterrausch im HexenhausKulturcafé Gans Woanders21.11.202429.12.2024Handwerksmarkt bis 23.12.https://www.ganswoanders.deEin gemütlicher Markt mit lokalen Künstlern un...Pilgersheimerstraße 13, 81539 München48.11828611.574788
21Weihnachts- und Wintermarkt am Flughafen MünchenFlughafen München17.11.202431.12.2024NaNhttps://www.munich-airport.de/weihnachts-und-w...Ein festlicher Markt im Tannenwald mit Live-Mu...München Flughafen, 85356 München48.35392111.788196
22Pasinger ChristkindlmarktSchererplatz30.11.202422.12.2024NaNhttps://www.pasinger-christkindlmarkt.deEin traditioneller Markt mit handgefertigten U...Schererplatz, 81241 München48.14434111.461610
23Winterworld MotorworldMotorworld München08.11.202429.12.2024geschlossen am 17.& 24. November sowie am 24. ...https://motorworld.deEin aufregender Weihnachtsmarkt mit einer Eisl...Motorworld, 80995 München48.19644711.606792
24Die Weihnachtsmacherei in Berg am LaimQuartiersplatz Die Macherei23.11.202422.12.2024geöffnet von Donnerstag bis Sonntaghttps://www.die-macherei-muenchen.de/events/we...Der Weihnachtsmarkt im New-Work-Quartier Die M...Berg-am-Laim-Straße 103 81673 München48.13025011.623900
25Weihnachtsgenuss am GasteigAm Gasteig22.11.202422.12.2024NaNhttps://greatstaff.com/weihnachtsgenuss-gasteig/Der Weihnachtsgenuss am Gasteig eröffnet in di...Rosenheimer Straße 548.13082011.591410
26Christkindlmarkt unterm MaibaumLuise-Kiesselbach-Platz25.11.202405.01.2025NaNhttps://christkindlmarkt-maibaum.de/Der Christkindlmarkt unterm Maibaum bietet ein...Luise-Kiesselbach-Platz 1348.11260111.518654
\n", + "
" + ], + "text/plain": [ + " Marktname \\\n", + "0 Münchner Christkindlmarkt am Marienplatz \n", + "1 Winterzauber auf dem Viktualienmarkt \n", + "2 Eiszauber am Karlsplatz-Stachus \n", + "3 Weihnachtsdorf im Kaiserhof der Residenz \n", + "4 Christkindlmarkt am Sendlinger Tor \n", + "5 Münchner Adventsspektakel und Mittelalterliche... \n", + "6 Münchner Feuerzangenbowle \n", + "7 Tollwood – das Winterfestival \n", + "8 Pink Christmas \n", + "9 Neuhauser Weihnachtsmarkt \n", + "10 Blutenburger Weihnacht \n", + "11 Haidhauser Weihnachtsmarkt \n", + "12 Glühwein-Festival im Bogenhausener Weihnachtsz... \n", + "13 Weihnachtsmarkt auf der Praterinsel \n", + "14 Weihnachtsmarkt am Chinesischen Turm \n", + "15 Schwabinger Weihnachtsmarkt \n", + "16 Märchenbazar im Olympiapark \n", + "17 Zauberhafter Weihnachtsmarkt im Werksviertel \n", + "18 Sternenflotte auf der Alten Utting \n", + "19 Der Mondscheinexpress \n", + "20 Winterrausch im Hexenhaus \n", + "21 Weihnachts- und Wintermarkt am Flughafen München \n", + "22 Pasinger Christkindlmarkt \n", + "23 Winterworld Motorworld \n", + "24 Die Weihnachtsmacherei in Berg am Laim \n", + "25 Weihnachtsgenuss am Gasteig \n", + "26 Christkindlmarkt unterm Maibaum \n", + "\n", + " Ort Startdatum Enddatum \\\n", + "0 Marienplatz 25.11.2024 24.12.2024 \n", + "1 Viktualienmarkt 22.11.2024 04.01.2025 \n", + "2 Karlsplatz-Stachus 22.11.2024 12.01.2025 \n", + "3 Münchner Residenz 18.11.2024 22.12.2024 \n", + "4 Sendlinger-Tor-Platz 25.11.2024 22.12.2024 \n", + "5 Wittelsbacher Platz 25.11.2024 23.12.2024 \n", + "6 Blumenstraße 22 25.11.2024 06.01.2025 \n", + "7 Theresienwiese 26.11.2024 31.12.2024 \n", + "8 Stephansplatz 25.11.2024 23.12.2024 \n", + "9 Rotkreuzplatz 25.11.2024 23.12.2024 \n", + "10 Schloss Blutenburg 05.12.2024 08.12.2024 \n", + "11 Weißenburger Platz 26.11.2024 24.12.2024 \n", + "12 Festivalgelände vor dem Cosimabad 14.11.2024 06.01.2025 \n", + "13 Praterinsel 14.11.2024 22.12.2024 \n", + "14 Englischer Garten 27.11.2024 22.12.2024 \n", + "15 Münchner Freiheit 29.11.2024 24.12.2024 \n", + "16 Olympiapark 28.11.2024 29.12.2024 \n", + "17 Knödelplatz 14.11.2024 20.12.2024 \n", + "18 Lagerhausstraße 15 05.12.2024 30.12.2024 \n", + "19 Bahnwärter Thiel 21.11.2024 23.12.2024 \n", + "20 Kulturcafé Gans Woanders 21.11.2024 29.12.2024 \n", + "21 Flughafen München 17.11.2024 31.12.2024 \n", + "22 Schererplatz 30.11.2024 22.12.2024 \n", + "23 Motorworld München 08.11.2024 29.12.2024 \n", + "24 Quartiersplatz Die Macherei 23.11.2024 22.12.2024 \n", + "25 Am Gasteig 22.11.2024 22.12.2024 \n", + "26 Luise-Kiesselbach-Platz 25.11.2024 05.01.2025 \n", + "\n", + " Datum_Anmerkungen \\\n", + "0 NaN \n", + "1 Geschlossen an Sonn- und Feiertagen \n", + "2 NaN \n", + "3 NaN \n", + "4 NaN \n", + "5 NaN \n", + "6 NaN \n", + "7 Markt bis 23.12. \n", + "8 NaN \n", + "9 NaN \n", + "10 NaN \n", + "11 NaN \n", + "12 NaN \n", + "13 NaN \n", + "14 NaN \n", + "15 NaN \n", + "16 NaN \n", + "17 NaN \n", + "18 NaN \n", + "19 NaN \n", + "20 Handwerksmarkt bis 23.12. \n", + "21 NaN \n", + "22 NaN \n", + "23 geschlossen am 17.& 24. November sowie am 24. ... \n", + "24 geöffnet von Donnerstag bis Sonntag \n", + "25 NaN \n", + "26 NaN \n", + "\n", + " Website \\\n", + "0 https://www.christkindlmarkt-muenchen.de \n", + "1 https://www.viktualienmarkt.de \n", + "2 https://www.muenchnereiszauber.de \n", + "3 https://www.dasweihnachtsdorf.de \n", + "4 https://www.sendlingertor.com \n", + "5 https://www.mittelaltermarkt-muenchen.de \n", + "6 https://www.muenchner-feuerzangenbowle.de \n", + "7 https://www.tollwood.de \n", + "8 https://www.pink-christmas.de \n", + "9 http://www.weihnachtsmarkt-muenchen-neuhausen.de \n", + "10 https://www.blutenburgverein.de \n", + "11 https://www.haidhauser-weihnachtsmarkt.de \n", + "12 https://www.geja-event.de \n", + "13 https://www.praterinsel.de \n", + "14 https://www.chinaturm.de \n", + "15 https://www.schwabingerweihnachtsmarkt.de \n", + "16 https://www.maerchenbazar.de \n", + "17 https://www.werksviertel-mitte.de \n", + "18 https://www.alte-utting.de \n", + "19 https://www.bahnwaerterthiel.de \n", + "20 https://www.ganswoanders.de \n", + "21 https://www.munich-airport.de/weihnachts-und-w... \n", + "22 https://www.pasinger-christkindlmarkt.de \n", + "23 https://motorworld.de \n", + "24 https://www.die-macherei-muenchen.de/events/we... \n", + "25 https://greatstaff.com/weihnachtsgenuss-gasteig/ \n", + "26 https://christkindlmarkt-maibaum.de/ \n", + "\n", + " Beschreibung \\\n", + "0 Der traditionelle Markt vor dem Neuen Rathaus ... \n", + "1 Ein beliebter Markt, der mit kulinarischen Lec... \n", + "2 Mit Bayerns größter mobiler Eisarena ist diese... \n", + "3 Ein idyllisches Weihnachtsdorf im Innenhof der... \n", + "4 Ein kleiner, feiner Markt mit internationalem ... \n", + "5 Ein Markt, der Geschichte hautnah erlebbar mac... \n", + "6 Hier wird die berühmte Feuerzangenbowle in ein... \n", + "7 Ein alternatives Festival mit Bio-Essen und ku... \n", + "8 Ein queerer Weihnachtsmarkt, der Vielfalt und ... \n", + "9 Ein familiärer Markt mit einer Vielzahl von ha... \n", + "10 Ein märchenhafter Markt in der idyllischen Kul... \n", + "11 Ein beschaulicher, familiärer Markt mit live M... \n", + "12 Ein zauberhafter Weihnachtsmarkt mit vielen Gl... \n", + "13 Ein romantischer Markt mit Chillout-Oasen und ... \n", + "14 Ein traditioneller Markt im Englischen Garten ... \n", + "15 Ein kreativer Markt mit Kunstzelt und vielfält... \n", + "16 Ein nostalgischer Markt mit Zirkuszelten und e... \n", + "17 Ein kreativer Markt mit vielfältigem Bühnenpro... \n", + "18 Ein einzigartiger Markt auf einem alten Dampfe... \n", + "19 Ein kreativer Weihnachtsmarkt mit Kunsthandwer... \n", + "20 Ein gemütlicher Markt mit lokalen Künstlern un... \n", + "21 Ein festlicher Markt im Tannenwald mit Live-Mu... \n", + "22 Ein traditioneller Markt mit handgefertigten U... \n", + "23 Ein aufregender Weihnachtsmarkt mit einer Eisl... \n", + "24 Der Weihnachtsmarkt im New-Work-Quartier Die M... \n", + "25 Der Weihnachtsgenuss am Gasteig eröffnet in di... \n", + "26 Der Christkindlmarkt unterm Maibaum bietet ein... \n", + "\n", + " Adresse latitude longitude \n", + "0 Marienplatz, 80331 München 48.137254 11.575513 \n", + "1 Viktualienmarkt, 80331 München 48.135163 11.576328 \n", + "2 Karlsplatz, 80335 München 48.139079 11.566200 \n", + "3 Residenzstraße 1, 80333 München 48.141567 11.578399 \n", + "4 Sendlinger-Tor-Platz, 80331 München 48.133960 11.567289 \n", + "5 Wittelsbacher Platz 6-10, 80333 München 48.143336 11.576106 \n", + "6 Blumenstraße 22, 80331 München 48.133853 11.573686 \n", + "7 Theresienwiese, 80339 München 48.134479 11.549667 \n", + "8 Stephansplatz, 80469 München 48.130988 11.566672 \n", + "9 Rotkreuzplatz, 80634 München 48.152634 11.533209 \n", + "10 Schloss Blutenburg, 81247 München 48.163119 11.456797 \n", + "11 Weißenburger Platz, 81667 München 48.128557 11.596115 \n", + "12 Cosimastraße, 81679 München 48.154008 11.629066 \n", + "13 Praterinsel 3-4, 80538 München 48.136115 11.590236 \n", + "14 Englischer Garten, 80539 München 48.152403 11.592118 \n", + "15 Münchner Freiheit, 80802 München 48.162665 11.586725 \n", + "16 Spiridon-Louis-Ring 100, 80809 München 48.167645 11.548905 \n", + "17 Knödelplatz, 81673 München 48.124328 11.605546 \n", + "18 Lagerhausstraße 15, 80339 München 48.119530 11.556544 \n", + "19 Tumblingerstraße 45, 80337 München 48.122237 11.554838 \n", + "20 Pilgersheimerstraße 13, 81539 München 48.118286 11.574788 \n", + "21 München Flughafen, 85356 München 48.353921 11.788196 \n", + "22 Schererplatz, 81241 München 48.144341 11.461610 \n", + "23 Motorworld, 80995 München 48.196447 11.606792 \n", + "24 Berg-am-Laim-Straße 103 81673 München 48.130250 11.623900 \n", + "25 Rosenheimer Straße 5 48.130820 11.591410 \n", + "26 Luise-Kiesselbach-Platz 13 48.112601 11.518654 " + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Pandas importieren\n", + "import pandas as pd\n", + "\n", + "# Datensatz laden\n", + "df = pd.read_csv(\"weihnachtsmarkte-muenchen-2024-v4.csv\")\n", + "\n", + "# ! Wichtig: Die Koordinaten müssen in Dezimalgrad umgewandelt werden\n", + "df[\"latitude\"] = (\n", + " df[\"latitude\"].str.replace(\".\", \"\", regex=False).astype(float) / 1000000\n", + ")\n", + "df[\"longitude\"] = (\n", + " df[\"longitude\"].str.replace(\".\", \"\", regex=False).astype(float) / 1000000\n", + ")\n", + "\n", + "# Datensatz anzeigen\n", + "df" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Aufgabenstellung\n", + "\n", + "Diese Woche wollen wir eine Kartendarstellung der Weihnachtsmärkte in München erstellen.\n", + "\n", + "Dazu verwenden wir die Bibliothek `folium`, die es uns ermöglicht, interaktive Karten zu erstellen.\n", + "\n", + "Folium bietet eine Vielzahl von Funktionen, um Karten zu erstellen und zu gestalten.\n", + "\n", + "Es geht dieses Mal darum, eine möglichst schöne und informative Karte zu erstellen, die alle Weihnachtsmärkte in München anzeigt." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Hinweise\n", + "\n", + "- Du kannst deine Karte iterativ aufbauen und immer wieder ausgeben, indem du immer wieder das Objekt m referenzierst (s. Beispiel unten)\n", + "- Du kannst zwischen verschiedenen Kartenstilen wählen: https://python-visualization.github.io/folium/latest/getting_started.html#Choosing-a-tileset\n", + "- Das wichtigste ist es, die Weihnachtsmärkte als Marker auf der Karte anzuzeigen: https://python-visualization.github.io/folium/latest/getting_started.html#Adding-markers\n", + "- Um die Karte einzufärben, kannst du auch ein Bild darüber legen: https://python-visualization.github.io/folium/latest/getting_started.html#Choosing-a-tileset\n", + "- Du kannst deine Karte am Ende auch im Browser öffnen oder als HTML-Datei speichern: https://python-visualization.github.io/folium/latest/getting_started.html#Creating-a-map; https://python-visualization.github.io/folium/latest/reference.html#folium.folium.Map.show_in_browser" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Musterlösung\n", + "\n", + "Nach Ende des Gewinnspiels findest du auch eine Musterlösung auf der Startseite des Repositorys verlinkt." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Deine Lösung\n", + "\n", + "Ab hier kannst du mit deiner Lösung beginnen.\n", + "Denk daran, die bereits geladene Tabelle `df` zu benutzen 😉" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Folium importieren\n", + "from folium import Map, Marker, Icon\n", + "from folium.raster_layers import ImageOverlay" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Erstelle eine Karte, die auf München zentriert ist\n", + "m = Map(location=[48.137154, 11.576124], zoom_start=12, tiles=\"Esri.WorldTopoMap\")\n", + "\n", + "# Zeige die Karte an\n", + "m" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.10" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/challenges/weihnachtsmarkte-muenchen-2024-v4.csv b/challenges/weihnachtsmarkte-muenchen-2024-v4.csv new file mode 100644 index 0000000..243330e --- /dev/null +++ b/challenges/weihnachtsmarkte-muenchen-2024-v4.csv @@ -0,0 +1,28 @@ +Marktname,Ort,Startdatum,Enddatum,Datum_Anmerkungen,Website,Beschreibung,Adresse,latitude,longitude +Münchner Christkindlmarkt am Marienplatz,Marienplatz,25.11.2024,24.12.2024,,https://www.christkindlmarkt-muenchen.de,Der traditionelle Markt vor dem Neuen Rathaus bietet altbayerischen Charme und eine große Auswahl an Kunsthandwerk.,"Marienplatz, 80331 München",48.137.254,11.575.513 +Winterzauber auf dem Viktualienmarkt,Viktualienmarkt,22.11.2024,04.01.2025,Geschlossen an Sonn- und Feiertagen,https://www.viktualienmarkt.de,"Ein beliebter Markt, der mit kulinarischen Leckereien und festlicher Beleuchtung begeistert.","Viktualienmarkt, 80331 München",48.135.163,11.576.328 +Eiszauber am Karlsplatz-Stachus,Karlsplatz-Stachus,22.11.2024,12.01.2025,,https://www.muenchnereiszauber.de,Mit Bayerns größter mobiler Eisarena ist dieser Markt ein Highlight für Schlittschuhläufer.,"Karlsplatz, 80335 München",48.139.079,11.566.200 +Weihnachtsdorf im Kaiserhof der Residenz,Münchner Residenz,18.11.2024,22.12.2024,,https://www.dasweihnachtsdorf.de,Ein idyllisches Weihnachtsdorf im Innenhof der Residenz mit Handwerksständen und Kinderunterhaltung.,"Residenzstraße 1, 80333 München",48.141.567,11.578.399 +Christkindlmarkt am Sendlinger Tor,Sendlinger-Tor-Platz,25.11.2024,22.12.2024,,https://www.sendlingertor.com,"Ein kleiner, feiner Markt mit internationalem Flair und einem vielfältigen kulinarischen Angebot.","Sendlinger-Tor-Platz, 80331 München",48.133.960,11.567.289 +Münchner Adventsspektakel und Mittelalterlicher Weihnachtsmarkt,Wittelsbacher Platz,25.11.2024,23.12.2024,,https://www.mittelaltermarkt-muenchen.de,"Ein Markt, der Geschichte hautnah erlebbar macht mit historischen Ständen und mittelalterlichen Köstlichkeiten.","Wittelsbacher Platz 6-10, 80333 München",48.143.336,11.576.106 +Münchner Feuerzangenbowle,Blumenstraße 22,25.11.2024,06.01.2025,,https://www.muenchner-feuerzangenbowle.de,Hier wird die berühmte Feuerzangenbowle in einer festlichen Atmosphäre serviert.,"Blumenstraße 22, 80331 München",48.133.853,11.573.686 +Tollwood – das Winterfestival,Theresienwiese,26.11.2024,31.12.2024,Markt bis 23.12.,https://www.tollwood.de,Ein alternatives Festival mit Bio-Essen und kulturellen Veranstaltungen in einer festlichen Umgebung.,"Theresienwiese, 80339 München",48.134.479,11.549.667 +Pink Christmas,Stephansplatz,25.11.2024,23.12.2024,,https://www.pink-christmas.de,"Ein queerer Weihnachtsmarkt, der Vielfalt und Gemeinschaft feiert.","Stephansplatz, 80469 München",48.130.988,11.566.672 +Neuhauser Weihnachtsmarkt,Rotkreuzplatz,25.11.2024,23.12.2024,,http://www.weihnachtsmarkt-muenchen-neuhausen.de,Ein familiärer Markt mit einer Vielzahl von handgefertigten Produkten und einem bunten Programm.,"Rotkreuzplatz, 80634 München",48.152.634,11.533.209 +Blutenburger Weihnacht,Schloss Blutenburg,05.12.2024,08.12.2024,,https://www.blutenburgverein.de,Ein märchenhafter Markt in der idyllischen Kulisse des Schlosses Blutenburg.,"Schloss Blutenburg, 81247 München",48.163.119,11.456.797 +Haidhauser Weihnachtsmarkt,Weißenburger Platz,26.11.2024,24.12.2024,,https://www.haidhauser-weihnachtsmarkt.de,"Ein beschaulicher, familiärer Markt mit live Musik und handgefertigten Produkten.","Weißenburger Platz, 81667 München",48.128.557,11.596.115 +Glühwein-Festival im Bogenhausener Weihnachtszauberwald,Festivalgelände vor dem Cosimabad,14.11.2024,06.01.2025,,https://www.geja-event.de,Ein zauberhafter Weihnachtsmarkt mit vielen Glühweinsorten und internationaler Küche.,"Cosimastraße, 81679 München",48.154.008,11.629.066 +Weihnachtsmarkt auf der Praterinsel,Praterinsel,14.11.2024,22.12.2024,,https://www.praterinsel.de,Ein romantischer Markt mit Chillout-Oasen und Street Food direkt am Wasser.,"Praterinsel 3-4, 80538 München",48.136.115,11.590.236 +Weihnachtsmarkt am Chinesischen Turm,Englischer Garten,27.11.2024,22.12.2024,,https://www.chinaturm.de,Ein traditioneller Markt im Englischen Garten mit Kunsthandwerk und Kinderkarussell.,"Englischer Garten, 80539 München",48.152.403,11.592.118 +Schwabinger Weihnachtsmarkt,Münchner Freiheit,29.11.2024,24.12.2024,,https://www.schwabingerweihnachtsmarkt.de,Ein kreativer Markt mit Kunstzelt und vielfältigen kulinarischen Genüssen.,"Münchner Freiheit, 80802 München",48.162.665,11.586.725 +Märchenbazar im Olympiapark,Olympiapark,28.11.2024,29.12.2024,,https://www.maerchenbazar.de,Ein nostalgischer Markt mit Zirkuszelten und einem bunten Programm für Groß und Klein.,"Spiridon-Louis-Ring 100, 80809 München",48.167.645,11.548.905 +Zauberhafter Weihnachtsmarkt im Werksviertel,Knödelplatz,14.11.2024,20.12.2024,,https://www.werksviertel-mitte.de,Ein kreativer Markt mit vielfältigem Bühnenprogramm und Foodtrucks.,"Knödelplatz, 81673 München",48.124.328,11.605.546 +Sternenflotte auf der Alten Utting,Lagerhausstraße 15,05.12.2024,30.12.2024,,https://www.alte-utting.de,Ein einzigartiger Markt auf einem alten Dampfer mit Glühwein und Live-Musik.,"Lagerhausstraße 15, 80339 München",48.119.530,11.556.544 +Der Mondscheinexpress,Bahnwärter Thiel,21.11.2024,23.12.2024,,https://www.bahnwaerterthiel.de,Ein kreativer Weihnachtsmarkt mit Kunsthandwerk und einem bunten Rahmenprogramm.,"Tumblingerstraße 45, 80337 München",48.122.237,11.554.838 +Winterrausch im Hexenhaus,Kulturcafé Gans Woanders,21.11.2024,29.12.2024,Handwerksmarkt bis 23.12.,https://www.ganswoanders.de,Ein gemütlicher Markt mit lokalen Künstlern und einem kreativen Programm.,"Pilgersheimerstraße 13, 81539 München",48.118.286,11.574.788 +Weihnachts- und Wintermarkt am Flughafen München,Flughafen München,17.11.2024,31.12.2024,,https://www.munich-airport.de/weihnachts-und-wintermarkt-2024-14101844,Ein festlicher Markt im Tannenwald mit Live-Musik und kulinarischen Schmankerln.,"München Flughafen, 85356 München",48.353.921,11.788.196 +Pasinger Christkindlmarkt,Schererplatz,30.11.2024,22.12.2024,,https://www.pasinger-christkindlmarkt.de,Ein traditioneller Markt mit handgefertigten Unikaten und kulinarischen Leckereien.,"Schererplatz, 81241 München",48.144.341,11.461.610 +Winterworld Motorworld,Motorworld München,08.11.2024,29.12.2024,geschlossen am 17.& 24. November sowie am 24. Dezember 2024,https://motorworld.de,Ein aufregender Weihnachtsmarkt mit einer Eislaufbahn und Livemusik in historischem Ambiente.,"Motorworld, 80995 München",48.196.447,11.606.792 +Die Weihnachtsmacherei in Berg am Laim,Quartiersplatz Die Macherei,23.11.2024,22.12.2024,geöffnet von Donnerstag bis Sonntag,https://www.die-macherei-muenchen.de/events/weihnachtsmacherei-2024,Der Weihnachtsmarkt im New-Work-Quartier Die Macherei mit vielfältigem Programm mit Eisstockbahnen,Berg-am-Laim-Straße 103 81673 München,48.130.250,11.623.900 +Weihnachtsgenuss am Gasteig,Am Gasteig,22.11.2024,22.12.2024,,https://greatstaff.com/weihnachtsgenuss-gasteig/,Der Weihnachtsgenuss am Gasteig eröffnet in diesem Jahr erstmals und bietet in festlicher Atmosphäre eine Vielzahl kulinarischer Köstlichkeiten sowie weitere geplante Programmpunkte für ein unvergessliches Weihnachtsmarkterlebnis.,Rosenheimer Straße 5,48.130.820,11.591.410 +Christkindlmarkt unterm Maibaum,Luise-Kiesselbach-Platz,25.11.2024,05.01.2025,,https://christkindlmarkt-maibaum.de/,"Der Christkindlmarkt unterm Maibaum bietet ein romantisches Hüttendorf mit Kunsthandwerk, kulinarischen Genüsse, eine Eisbahn für Eisstockschießen und Schlittschuhlaufen sowie die größte Glühwein-Pyramide Bayerns.",Luise-Kiesselbach-Platz 13,48.112.601,11.518.654 diff --git a/pyproject.toml b/pyproject.toml index 8a6b5b7..5ac36dc 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -5,7 +5,11 @@ description = "Coding Challenges zum Adventskalender 2024 von muenchen.digital" readme = "README.md" requires-python = ">=3.11" authors = [{ name = "Fabian Reinold", email = "fabian.reinold@muenchen.de" }] -dependencies = ["matplotlib==3.9.3", "pandas==2.2.3"] +dependencies = [ + "folium>=0.18.0", + "matplotlib==3.9.3", + "pandas==2.2.3", +] [dependency-groups] dev = ["jupyter==1.1.1"] diff --git a/requirements.txt b/requirements.txt index faa3dee..f83d128 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,18 +1,35 @@ # This file was autogenerated by uv via the following command: # uv pip compile --universal pyproject.toml -o requirements.txt +branca==0.8.0 + # via folium +certifi==2024.8.30 + # via requests +charset-normalizer==3.4.0 + # via requests contourpy==1.3.1 # via matplotlib cycler==0.12.1 # via matplotlib -fonttools==4.55.0 +folium==0.18.0 + # via advent-coding-challenges-24 (pyproject.toml) +fonttools==4.55.2 # via matplotlib +idna==3.10 + # via requests +jinja2==3.1.4 + # via + # branca + # folium kiwisolver==1.4.7 # via matplotlib +markupsafe==3.0.2 + # via jinja2 matplotlib==3.9.3 # via advent-coding-challenges-24 (pyproject.toml) numpy==2.1.3 # via # contourpy + # folium # matplotlib # pandas packaging==24.2 @@ -29,7 +46,13 @@ python-dateutil==2.9.0.post0 # pandas pytz==2024.2 # via pandas -six==1.16.0 +requests==2.32.3 + # via folium +six==1.17.0 # via python-dateutil tzdata==2024.2 # via pandas +urllib3==2.2.3 + # via requests +xyzservices==2024.9.0 + # via folium diff --git a/solutions/challenge1_solution.ipynb b/solutions/challenge1_solution.ipynb new file mode 100644 index 0000000..9d35085 --- /dev/null +++ b/solutions/challenge1_solution.ipynb @@ -0,0 +1,1376 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# ⚠ LÖSUNG ⚠\n", + "# [muenchen.digital](https://muenchen.digital) Adventskalender 2024 - Coding Challenge 1 \n", + "\n", + "Über den folgenden Button gelangst du zu einer interaktiven Version dieses Notebooks, in der du die Challenge selbst lösen kannst: \n", + "\n", + "[![Binder starten](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/it-at-m/advent-coding-challenges-24/HEAD?urlpath=lab%2Ftree%2Fsolutions%2Fchallenge1_solution.ipynb)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "vscode": { + "languageId": "plaintext" + } + }, + "source": [ + "## Datensatz\n", + "\n", + "Unser Coding-Adventskalender dreht sich dieses Jahr komplett um Weihnachtsmärkte.\n", + "\n", + "Genauer gesagt, um die Weihnachtsmärkte in München, denn für die gibt es seit diesem Jahr einen frei verfügbaren Datensatz.\n", + "\n", + "Diesen Datensatz wollen wir in den 4 Challenges nutzen, um nach und nach mehr Informationen zu den Weihnachtsmärkten herauszufinden.\n", + "\n", + "Du findest ihn unter folgendem Link: https://opendata.muenchen.de/dataset/weihnachtsmaerkte-muenchen/resource/312260ca-7346-4b85-a357-3764bcadc6dd\n", + "\n", + "Schau dir den Datensatz gerne erst einmal im Browser an, um ihn kennenzulernen." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "vscode": { + "languageId": "plaintext" + } + }, + "source": [ + "# Download des Datensatzes\n", + "\n", + "Du kannst den Datensatz entweder [manuell herunterladen](https://opendata.muenchen.de/dataset/92515550-b236-4a08-9259-260513889548/resource/312260ca-7346-4b85-a357-3764bcadc6dd/download/weihnachtsmarkte-muenchen-2024-v2.csv) und wieder in das Notebook hochladen, oder du kannst den folgenden Code-Block ausführen, um den Datensatz direkt in das Notebook zu laden." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import requests\n", + "\n", + "url = 'https://opendata.muenchen.de/dataset/92515550-b236-4a08-9259-260513889548/resource/312260ca-7346-4b85-a357-3764bcadc6dd/download/weihnachtsmarkte-muenchen-2024-v2.csv'\n", + "response = requests.get(url)\n", + "\n", + "with open('weihnachtsmarkte-muenchen-2024-v2.csv', 'wb') as file:\n", + " file.write(response.content)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Aufgabenstellung\n", + "\n", + "In dieser ersten Challenge wollen wir herausfinden, welcher Weihnachtsmarkt in München insgesamt am längsten geöffnet hat.\n", + "\n", + "Um den Datensatz zu laden und zu analysieren, werden wir das Python-Paket `pandas` verwenden.\n", + "\n", + "`pandas` ist ein mächtiges Werkzeug, um Daten zu laden, zu analysieren und zu visualisieren.\n", + "\n", + "Es besitzt eine exzellente Dokumentation, die auch für Anfänger gut verständlich ist: https://pandas.pydata.org/docs/getting_started/\n", + "\n", + "Wir laden also erst einmal den Datensatz:" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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MarktnameOrtStartdatumEnddatumDatum_AnmerkungenWebsiteBeschreibungAdresselatitudelongitude
0Münchner Christkindlmarkt am MarienplatzMarienplatz25.11.202424.12.2024NaNhttps://www.christkindlmarkt-muenchen.deDer traditionelle Markt vor dem Neuen Rathaus ...Marienplatz, 80331 München48.13725411.575513
1Winterzauber auf dem ViktualienmarktViktualienmarkt22.11.202404.01.2025Geschlossen an Sonn- und Feiertagenhttps://www.viktualienmarkt.deEin beliebter Markt, der mit kulinarischen Lec...Viktualienmarkt, 80331 München48.13516311.576328
2Eiszauber am Karlsplatz-StachusKarlsplatz-Stachus22.11.202412.01.2025NaNhttps://www.muenchnereiszauber.deMit Bayerns größter mobiler Eisarena ist diese...Karlsplatz, 80335 München48.139.07911.566.200
3Weihnachtsdorf im Kaiserhof der ResidenzMünchner Residenz18.11.202422.12.2024NaNhttps://www.dasweihnachtsdorf.deEin idyllisches Weihnachtsdorf im Innenhof der...Residenzstraße 1, 80333 München48.14156711.578399
4Christkindlmarkt am Sendlinger TorSendlinger-Tor-Platz25.11.202422.12.2024NaNhttps://www.sendlingertor.comEin kleiner, feiner Markt mit internationalem ...Sendlinger-Tor-Platz, 80331 München48.13396011.567289
5Münchner Adventsspektakel und Mittelalterliche...Wittelsbacher Platz25.11.202423.12.2024NaNhttps://www.mittelaltermarkt-muenchen.deEin Markt, der Geschichte hautnah erlebbar mac...Wittelsbacher Platz 6-10, 80333 München48.14333611.576106
6Münchner FeuerzangenbowleBlumenstraße 2225.11.202406.01.2025NaNhttps://www.muenchner-feuerzangenbowle.deHier wird die berühmte Feuerzangenbowle in ein...Blumenstraße 22, 80331 München48.133.85311.573.686
7Tollwood – das WinterfestivalTheresienwiese26.11.202431.12.2024Markt bis 23.12.https://www.tollwood.deEin alternatives Festival mit Bio-Essen und ku...Theresienwiese, 80339 München48.13447911.549667
8Pink ChristmasStephansplatz25.11.202423.12.2024NaNhttps://www.pink-christmas.deEin queerer Weihnachtsmarkt, der Vielfalt und ...Stephansplatz, 80469 München48.130.98811.566.672
9Neuhauser WeihnachtsmarktRotkreuzplatz25.11.202423.12.2024NaNhttp://www.weihnachtsmarkt-muenchen-neuhausen.deEin familiärer Markt mit einer Vielzahl von ha...Rotkreuzplatz, 80634 München48.15263411.533209
10Blutenburger WeihnachtSchloss Blutenburg05.12.202408.12.2024NaNhttps://www.blutenburgverein.deEin märchenhafter Markt in der idyllischen Kul...Schloss Blutenburg, 81247 München48.163.11911.456.797
11Haidhauser WeihnachtsmarktWeißenburger Platz26.11.202424.12.2024NaNhttps://www.haidhauser-weihnachtsmarkt.deEin beschaulicher, familiärer Markt mit live M...Weißenburger Platz, 81667 München48.12855711.596115
12Glühwein-Festival im Bogenhausener Weihnachtsz...Festivalgelände vor dem Cosimabad14.11.202406.01.2025NaNhttps://www.geja-event.deEin zauberhafter Weihnachtsmarkt mit vielen Gl...Cosimastraße, 81679 München48.15400811.629066
13Weihnachtsmarkt auf der PraterinselPraterinsel14.11.202422.12.2024NaNhttps://www.praterinsel.deEin romantischer Markt mit Chillout-Oasen und ...Praterinsel 3-4, 80538 München48.13611511.590236
14Weihnachtsmarkt am Chinesischen TurmEnglischer Garten27.11.202422.12.2024NaNhttps://www.chinaturm.deEin traditioneller Markt im Englischen Garten ...Englischer Garten, 80539 München48.15240311.592118
15Schwabinger WeihnachtsmarktMünchner Freiheit29.11.202424.12.2024NaNhttps://www.schwabingerweihnachtsmarkt.deEin kreativer Markt mit Kunstzelt und vielfält...Münchner Freiheit, 80802 München48.16266511.586725
16Märchenbazar im OlympiaparkOlympiapark28.11.202429.12.2024NaNhttps://www.maerchenbazar.deEin nostalgischer Markt mit Zirkuszelten und e...Spiridon-Louis-Ring 100, 80809 München48.16764511.548905
17Zauberhafter Weihnachtsmarkt im WerksviertelKnödelplatz14.11.202420.12.2024NaNhttps://www.werksviertel-mitte.deEin kreativer Markt mit vielfältigem Bühnenpro...Knödelplatz, 81673 München48.12432811.605546
18Sternenflotte auf der Alten UttingLagerhausstraße 1505.12.202430.12.2024NaNhttps://www.alte-utting.deEin einzigartiger Markt auf einem alten Dampfe...Lagerhausstraße 15, 80339 München48.11953011.556544
19Der MondscheinexpressBahnwärter Thiel21.11.202423.12.2024NaNhttps://www.bahnwaerterthiel.deEin kreativer Weihnachtsmarkt mit Kunsthandwer...Tumblingerstraße 45, 80337 München48.12223711.554838
20Winterrausch im HexenhausKulturcafé Gans Woanders21.11.202429.12.2024Handwerksmarkt bis 23.12.https://www.ganswoanders.deEin gemütlicher Markt mit lokalen Künstlern un...Pilgersheimerstraße 13, 81539 München48.11828611.574788
21Weihnachts- und Wintermarkt am Flughafen MünchenFlughafen München17.11.202431.12.2024NaNhttps://www.munich-airport.de/weihnachts-und-w...Ein festlicher Markt im Tannenwald mit Live-Mu...München Flughafen, 85356 München48.35392111.788196
22Pasinger ChristkindlmarktSchererplatz30.11.202422.12.2024NaNhttps://www.pasinger-christkindlmarkt.deEin traditioneller Markt mit handgefertigten U...Schererplatz, 81241 München48.14434111.461610
23Winterworld MotorworldMotorworld München08.11.202429.12.2024geschlossen am 17.& 24. November sowie am 24. ...https://motorworld.deEin aufregender Weihnachtsmarkt mit einer Eisl...Motorworld, 80995 München48.19644711.606792
24Die Weihnachtsmacherei in Berg am LaimQuartiersplatz Die Macherei23.11.202422.12.2024geöffnet von Donnerstag bis Sonntaghttps://www.die-macherei-muenchen.de/events/we...Der Weihnachtsmarkt im New-Work-Quartier Die M...Berg-am-Laim-Straße 103 81673 München48.13025011.623900
\n", + "
" + ], + "text/plain": [ + " Marktname \\\n", + "0 Münchner Christkindlmarkt am Marienplatz \n", + "1 Winterzauber auf dem Viktualienmarkt \n", + "2 Eiszauber am Karlsplatz-Stachus \n", + "3 Weihnachtsdorf im Kaiserhof der Residenz \n", + "4 Christkindlmarkt am Sendlinger Tor \n", + "5 Münchner Adventsspektakel und Mittelalterliche... \n", + "6 Münchner Feuerzangenbowle \n", + "7 Tollwood – das Winterfestival \n", + "8 Pink Christmas \n", + "9 Neuhauser Weihnachtsmarkt \n", + "10 Blutenburger Weihnacht \n", + "11 Haidhauser Weihnachtsmarkt \n", + "12 Glühwein-Festival im Bogenhausener Weihnachtsz... \n", + "13 Weihnachtsmarkt auf der Praterinsel \n", + "14 Weihnachtsmarkt am Chinesischen Turm \n", + "15 Schwabinger Weihnachtsmarkt \n", + "16 Märchenbazar im Olympiapark \n", + "17 Zauberhafter Weihnachtsmarkt im Werksviertel \n", + "18 Sternenflotte auf der Alten Utting \n", + "19 Der Mondscheinexpress \n", + "20 Winterrausch im Hexenhaus \n", + "21 Weihnachts- und Wintermarkt am Flughafen München \n", + "22 Pasinger Christkindlmarkt \n", + "23 Winterworld Motorworld \n", + "24 Die Weihnachtsmacherei in Berg am Laim \n", + "\n", + " Ort Startdatum Enddatum \\\n", + "0 Marienplatz 25.11.2024 24.12.2024 \n", + "1 Viktualienmarkt 22.11.2024 04.01.2025 \n", + "2 Karlsplatz-Stachus 22.11.2024 12.01.2025 \n", + "3 Münchner Residenz 18.11.2024 22.12.2024 \n", + "4 Sendlinger-Tor-Platz 25.11.2024 22.12.2024 \n", + "5 Wittelsbacher Platz 25.11.2024 23.12.2024 \n", + "6 Blumenstraße 22 25.11.2024 06.01.2025 \n", + "7 Theresienwiese 26.11.2024 31.12.2024 \n", + "8 Stephansplatz 25.11.2024 23.12.2024 \n", + "9 Rotkreuzplatz 25.11.2024 23.12.2024 \n", + "10 Schloss Blutenburg 05.12.2024 08.12.2024 \n", + "11 Weißenburger Platz 26.11.2024 24.12.2024 \n", + "12 Festivalgelände vor dem Cosimabad 14.11.2024 06.01.2025 \n", + "13 Praterinsel 14.11.2024 22.12.2024 \n", + "14 Englischer Garten 27.11.2024 22.12.2024 \n", + "15 Münchner Freiheit 29.11.2024 24.12.2024 \n", + "16 Olympiapark 28.11.2024 29.12.2024 \n", + "17 Knödelplatz 14.11.2024 20.12.2024 \n", + "18 Lagerhausstraße 15 05.12.2024 30.12.2024 \n", + "19 Bahnwärter Thiel 21.11.2024 23.12.2024 \n", + "20 Kulturcafé Gans Woanders 21.11.2024 29.12.2024 \n", + "21 Flughafen München 17.11.2024 31.12.2024 \n", + "22 Schererplatz 30.11.2024 22.12.2024 \n", + "23 Motorworld München 08.11.2024 29.12.2024 \n", + "24 Quartiersplatz Die Macherei 23.11.2024 22.12.2024 \n", + "\n", + " Datum_Anmerkungen \\\n", + "0 NaN \n", + "1 Geschlossen an Sonn- und Feiertagen \n", + "2 NaN \n", + "3 NaN \n", + "4 NaN \n", + "5 NaN \n", + "6 NaN \n", + "7 Markt bis 23.12. \n", + "8 NaN \n", + "9 NaN \n", + "10 NaN \n", + "11 NaN \n", + "12 NaN \n", + "13 NaN \n", + "14 NaN \n", + "15 NaN \n", + "16 NaN \n", + "17 NaN \n", + "18 NaN \n", + "19 NaN \n", + "20 Handwerksmarkt bis 23.12. \n", + "21 NaN \n", + "22 NaN \n", + "23 geschlossen am 17.& 24. November sowie am 24. ... \n", + "24 geöffnet von Donnerstag bis Sonntag \n", + "\n", + " Website \\\n", + "0 https://www.christkindlmarkt-muenchen.de \n", + "1 https://www.viktualienmarkt.de \n", + "2 https://www.muenchnereiszauber.de \n", + "3 https://www.dasweihnachtsdorf.de \n", + "4 https://www.sendlingertor.com \n", + "5 https://www.mittelaltermarkt-muenchen.de \n", + "6 https://www.muenchner-feuerzangenbowle.de \n", + "7 https://www.tollwood.de \n", + "8 https://www.pink-christmas.de \n", + "9 http://www.weihnachtsmarkt-muenchen-neuhausen.de \n", + "10 https://www.blutenburgverein.de \n", + "11 https://www.haidhauser-weihnachtsmarkt.de \n", + "12 https://www.geja-event.de \n", + "13 https://www.praterinsel.de \n", + "14 https://www.chinaturm.de \n", + "15 https://www.schwabingerweihnachtsmarkt.de \n", + "16 https://www.maerchenbazar.de \n", + "17 https://www.werksviertel-mitte.de \n", + "18 https://www.alte-utting.de \n", + "19 https://www.bahnwaerterthiel.de \n", + "20 https://www.ganswoanders.de \n", + "21 https://www.munich-airport.de/weihnachts-und-w... \n", + "22 https://www.pasinger-christkindlmarkt.de \n", + "23 https://motorworld.de \n", + "24 https://www.die-macherei-muenchen.de/events/we... \n", + "\n", + " Beschreibung \\\n", + "0 Der traditionelle Markt vor dem Neuen Rathaus ... \n", + "1 Ein beliebter Markt, der mit kulinarischen Lec... \n", + "2 Mit Bayerns größter mobiler Eisarena ist diese... \n", + "3 Ein idyllisches Weihnachtsdorf im Innenhof der... \n", + "4 Ein kleiner, feiner Markt mit internationalem ... \n", + "5 Ein Markt, der Geschichte hautnah erlebbar mac... \n", + "6 Hier wird die berühmte Feuerzangenbowle in ein... \n", + "7 Ein alternatives Festival mit Bio-Essen und ku... \n", + "8 Ein queerer Weihnachtsmarkt, der Vielfalt und ... \n", + "9 Ein familiärer Markt mit einer Vielzahl von ha... \n", + "10 Ein märchenhafter Markt in der idyllischen Kul... \n", + "11 Ein beschaulicher, familiärer Markt mit live M... \n", + "12 Ein zauberhafter Weihnachtsmarkt mit vielen Gl... \n", + "13 Ein romantischer Markt mit Chillout-Oasen und ... \n", + "14 Ein traditioneller Markt im Englischen Garten ... \n", + "15 Ein kreativer Markt mit Kunstzelt und vielfält... \n", + "16 Ein nostalgischer Markt mit Zirkuszelten und e... \n", + "17 Ein kreativer Markt mit vielfältigem Bühnenpro... \n", + "18 Ein einzigartiger Markt auf einem alten Dampfe... \n", + "19 Ein kreativer Weihnachtsmarkt mit Kunsthandwer... \n", + "20 Ein gemütlicher Markt mit lokalen Künstlern un... \n", + "21 Ein festlicher Markt im Tannenwald mit Live-Mu... \n", + "22 Ein traditioneller Markt mit handgefertigten U... \n", + "23 Ein aufregender Weihnachtsmarkt mit einer Eisl... \n", + "24 Der Weihnachtsmarkt im New-Work-Quartier Die M... \n", + "\n", + " Adresse latitude longitude \n", + "0 Marienplatz, 80331 München 48.137254 11.575513 \n", + "1 Viktualienmarkt, 80331 München 48.135163 11.576328 \n", + "2 Karlsplatz, 80335 München 48.139.079 11.566.200 \n", + "3 Residenzstraße 1, 80333 München 48.141567 11.578399 \n", + "4 Sendlinger-Tor-Platz, 80331 München 48.133960 11.567289 \n", + "5 Wittelsbacher Platz 6-10, 80333 München 48.143336 11.576106 \n", + "6 Blumenstraße 22, 80331 München 48.133.853 11.573.686 \n", + "7 Theresienwiese, 80339 München 48.134479 11.549667 \n", + "8 Stephansplatz, 80469 München 48.130.988 11.566.672 \n", + "9 Rotkreuzplatz, 80634 München 48.152634 11.533209 \n", + "10 Schloss Blutenburg, 81247 München 48.163.119 11.456.797 \n", + "11 Weißenburger Platz, 81667 München 48.128557 11.596115 \n", + "12 Cosimastraße, 81679 München 48.154008 11.629066 \n", + "13 Praterinsel 3-4, 80538 München 48.136115 11.590236 \n", + "14 Englischer Garten, 80539 München 48.152403 11.592118 \n", + "15 Münchner Freiheit, 80802 München 48.162665 11.586725 \n", + "16 Spiridon-Louis-Ring 100, 80809 München 48.167645 11.548905 \n", + "17 Knödelplatz, 81673 München 48.124328 11.605546 \n", + "18 Lagerhausstraße 15, 80339 München 48.119530 11.556544 \n", + "19 Tumblingerstraße 45, 80337 München 48.122237 11.554838 \n", + "20 Pilgersheimerstraße 13, 81539 München 48.118286 11.574788 \n", + "21 München Flughafen, 85356 München 48.353921 11.788196 \n", + "22 Schererplatz, 81241 München 48.144341 11.461610 \n", + "23 Motorworld, 80995 München 48.196447 11.606792 \n", + "24 Berg-am-Laim-Straße 103 81673 München 48.130250 11.623900 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Pandas importieren\n", + "import pandas as pd\n", + "\n", + "# Datensatz laden\n", + "df = pd.read_csv('weihnachtsmarkte-muenchen-2024-v2.csv')\n", + "\n", + "# Datensatz anzeigen\n", + "df" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Aufgabe lösen\n", + "\n", + "Nachdem wir den Datensatz geladen haben, wollen wir herausfinden, welcher Weihnachtsmarkt in München insgesamt am längsten geöffnet hat.\n", + "\n", + "Dazu müssen wir die Spalten `Startdatum` und `Enddatum` in ein für uns nutzbares Format umwandeln und die Differenz berechnen.\n", + "\n", + "Diese Differenz fügen wir als neue Spalte `Dauer` hinzu.\n", + "\n", + "Danach müssen wir den Datensatz noch nach `Dauer` sortieren und den Weihnachtsmarkt mit der längsten Dauer ausgeben.\n", + "\n", + "Zuletzt wollen wir die Weihnachtsmärkte und ihre Dauer in einem Diagramm visualisieren.\n", + "\n", + "Viel Erfolg!\n", + "\n", + "## Hinweise\n", + "\n", + "Folgende Links könnten hilfreich sein:\n", + "\n", + "- Wie man nur bestimmte Spalten eines Datensatzes auswählt: https://pandas.pydata.org/docs/getting_started/intro_tutorials/03_subset_data.html#how-do-i-select-specific-columns-from-a-dataframe\n", + "- Wie man neue Spalten aus bestehenden Spalten berechnet: https://pandas.pydata.org/docs/getting_started/intro_tutorials/05_add_columns.html#how-to-create-new-columns-derived-from-existing-columns\n", + "- Wie man mit Zeitdaten umgeht: https://pandas.pydata.org/docs/getting_started/intro_tutorials/09_timeseries.html\n", + "- Wie man Tabellen sortiert: https://pandas.pydata.org/docs/getting_started/intro_tutorials/07_reshape_table_layout.html#sort-table-rows\n", + "- Wie man Diagramme erstellt: https://pandas.pydata.org/docs/getting_started/intro_tutorials/04_plotting.html" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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MarktnameStartdatumEnddatumDauer
0Münchner Christkindlmarkt am Marienplatz2024-11-252024-12-2429
1Winterzauber auf dem Viktualienmarkt2024-11-222025-01-0443
2Eiszauber am Karlsplatz-Stachus2024-11-222025-01-1251
3Weihnachtsdorf im Kaiserhof der Residenz2024-11-182024-12-2234
4Christkindlmarkt am Sendlinger Tor2024-11-252024-12-2227
5Münchner Adventsspektakel und Mittelalterliche...2024-11-252024-12-2328
6Münchner Feuerzangenbowle2024-11-252025-01-0642
7Tollwood – das Winterfestival2024-11-262024-12-3135
8Pink Christmas2024-11-252024-12-2328
9Neuhauser Weihnachtsmarkt2024-11-252024-12-2328
10Blutenburger Weihnacht2024-12-052024-12-083
11Haidhauser Weihnachtsmarkt2024-11-262024-12-2428
12Glühwein-Festival im Bogenhausener Weihnachtsz...2024-11-142025-01-0653
13Weihnachtsmarkt auf der Praterinsel2024-11-142024-12-2238
14Weihnachtsmarkt am Chinesischen Turm2024-11-272024-12-2225
15Schwabinger Weihnachtsmarkt2024-11-292024-12-2425
16Märchenbazar im Olympiapark2024-11-282024-12-2931
17Zauberhafter Weihnachtsmarkt im Werksviertel2024-11-142024-12-2036
18Sternenflotte auf der Alten Utting2024-12-052024-12-3025
19Der Mondscheinexpress2024-11-212024-12-2332
20Winterrausch im Hexenhaus2024-11-212024-12-2938
21Weihnachts- und Wintermarkt am Flughafen München2024-11-172024-12-3144
22Pasinger Christkindlmarkt2024-11-302024-12-2222
23Winterworld Motorworld2024-11-082024-12-2951
24Die Weihnachtsmacherei in Berg am Laim2024-11-232024-12-2229
\n", + "
" + ], + "text/plain": [ + " Marktname Startdatum Enddatum \\\n", + "0 Münchner Christkindlmarkt am Marienplatz 2024-11-25 2024-12-24 \n", + "1 Winterzauber auf dem Viktualienmarkt 2024-11-22 2025-01-04 \n", + "2 Eiszauber am Karlsplatz-Stachus 2024-11-22 2025-01-12 \n", + "3 Weihnachtsdorf im Kaiserhof der Residenz 2024-11-18 2024-12-22 \n", + "4 Christkindlmarkt am Sendlinger Tor 2024-11-25 2024-12-22 \n", + "5 Münchner Adventsspektakel und Mittelalterliche... 2024-11-25 2024-12-23 \n", + "6 Münchner Feuerzangenbowle 2024-11-25 2025-01-06 \n", + "7 Tollwood – das Winterfestival 2024-11-26 2024-12-31 \n", + "8 Pink Christmas 2024-11-25 2024-12-23 \n", + "9 Neuhauser Weihnachtsmarkt 2024-11-25 2024-12-23 \n", + "10 Blutenburger Weihnacht 2024-12-05 2024-12-08 \n", + "11 Haidhauser Weihnachtsmarkt 2024-11-26 2024-12-24 \n", + "12 Glühwein-Festival im Bogenhausener Weihnachtsz... 2024-11-14 2025-01-06 \n", + "13 Weihnachtsmarkt auf der Praterinsel 2024-11-14 2024-12-22 \n", + "14 Weihnachtsmarkt am Chinesischen Turm 2024-11-27 2024-12-22 \n", + "15 Schwabinger Weihnachtsmarkt 2024-11-29 2024-12-24 \n", + "16 Märchenbazar im Olympiapark 2024-11-28 2024-12-29 \n", + "17 Zauberhafter Weihnachtsmarkt im Werksviertel 2024-11-14 2024-12-20 \n", + "18 Sternenflotte auf der Alten Utting 2024-12-05 2024-12-30 \n", + "19 Der Mondscheinexpress 2024-11-21 2024-12-23 \n", + "20 Winterrausch im Hexenhaus 2024-11-21 2024-12-29 \n", + "21 Weihnachts- und Wintermarkt am Flughafen München 2024-11-17 2024-12-31 \n", + "22 Pasinger Christkindlmarkt 2024-11-30 2024-12-22 \n", + "23 Winterworld Motorworld 2024-11-08 2024-12-29 \n", + "24 Die Weihnachtsmacherei in Berg am Laim 2024-11-23 2024-12-22 \n", + "\n", + " Dauer \n", + "0 29 \n", + "1 43 \n", + "2 51 \n", + "3 34 \n", + "4 27 \n", + "5 28 \n", + "6 42 \n", + "7 35 \n", + "8 28 \n", + "9 28 \n", + "10 3 \n", + "11 28 \n", + "12 53 \n", + "13 38 \n", + "14 25 \n", + "15 25 \n", + "16 31 \n", + "17 36 \n", + "18 25 \n", + "19 32 \n", + "20 38 \n", + "21 44 \n", + "22 22 \n", + "23 51 \n", + "24 29 " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Filtere nur die Spalten 'Name', 'Startdatum' und 'Enddatum' heraus\n", + "df = df.filter(['Marktname', 'Startdatum', 'Enddatum'])\n", + "\n", + "# Konvertiere 'Startdatum' und 'Enddatum' in das Datetime-Format\n", + "df['Startdatum'] = pd.to_datetime(df['Startdatum'], format='%d.%m.%Y')\n", + "df['Enddatum'] = pd.to_datetime(df['Enddatum'], format='%d.%m.%Y')\n", + "\n", + "# Berechne die Dauer, die jeder Markt geöffnet ist, und füge sie als neue Spalte 'Dauer' hinzu\n", + "df['Dauer'] = (df['Enddatum'] - df['Startdatum']).dt.days\n", + "\n", + "# Zeige den aktualisierten Datensatz an\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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MarktnameStartdatumEnddatumDauer
12Glühwein-Festival im Bogenhausener Weihnachtsz...2024-11-142025-01-0653
23Winterworld Motorworld2024-11-082024-12-2951
2Eiszauber am Karlsplatz-Stachus2024-11-222025-01-1251
21Weihnachts- und Wintermarkt am Flughafen München2024-11-172024-12-3144
1Winterzauber auf dem Viktualienmarkt2024-11-222025-01-0443
6Münchner Feuerzangenbowle2024-11-252025-01-0642
13Weihnachtsmarkt auf der Praterinsel2024-11-142024-12-2238
20Winterrausch im Hexenhaus2024-11-212024-12-2938
17Zauberhafter Weihnachtsmarkt im Werksviertel2024-11-142024-12-2036
7Tollwood – das Winterfestival2024-11-262024-12-3135
3Weihnachtsdorf im Kaiserhof der Residenz2024-11-182024-12-2234
19Der Mondscheinexpress2024-11-212024-12-2332
16Märchenbazar im Olympiapark2024-11-282024-12-2931
24Die Weihnachtsmacherei in Berg am Laim2024-11-232024-12-2229
0Münchner Christkindlmarkt am Marienplatz2024-11-252024-12-2429
5Münchner Adventsspektakel und Mittelalterliche...2024-11-252024-12-2328
8Pink Christmas2024-11-252024-12-2328
11Haidhauser Weihnachtsmarkt2024-11-262024-12-2428
9Neuhauser Weihnachtsmarkt2024-11-252024-12-2328
4Christkindlmarkt am Sendlinger Tor2024-11-252024-12-2227
14Weihnachtsmarkt am Chinesischen Turm2024-11-272024-12-2225
18Sternenflotte auf der Alten Utting2024-12-052024-12-3025
15Schwabinger Weihnachtsmarkt2024-11-292024-12-2425
22Pasinger Christkindlmarkt2024-11-302024-12-2222
10Blutenburger Weihnacht2024-12-052024-12-083
\n", + "
" + ], + "text/plain": [ + " Marktname Startdatum Enddatum \\\n", + "12 Glühwein-Festival im Bogenhausener Weihnachtsz... 2024-11-14 2025-01-06 \n", + "23 Winterworld Motorworld 2024-11-08 2024-12-29 \n", + "2 Eiszauber am Karlsplatz-Stachus 2024-11-22 2025-01-12 \n", + "21 Weihnachts- und Wintermarkt am Flughafen München 2024-11-17 2024-12-31 \n", + "1 Winterzauber auf dem Viktualienmarkt 2024-11-22 2025-01-04 \n", + "6 Münchner Feuerzangenbowle 2024-11-25 2025-01-06 \n", + "13 Weihnachtsmarkt auf der Praterinsel 2024-11-14 2024-12-22 \n", + "20 Winterrausch im Hexenhaus 2024-11-21 2024-12-29 \n", + "17 Zauberhafter Weihnachtsmarkt im Werksviertel 2024-11-14 2024-12-20 \n", + "7 Tollwood – das Winterfestival 2024-11-26 2024-12-31 \n", + "3 Weihnachtsdorf im Kaiserhof der Residenz 2024-11-18 2024-12-22 \n", + "19 Der Mondscheinexpress 2024-11-21 2024-12-23 \n", + "16 Märchenbazar im Olympiapark 2024-11-28 2024-12-29 \n", + "24 Die Weihnachtsmacherei in Berg am Laim 2024-11-23 2024-12-22 \n", + "0 Münchner Christkindlmarkt am Marienplatz 2024-11-25 2024-12-24 \n", + "5 Münchner Adventsspektakel und Mittelalterliche... 2024-11-25 2024-12-23 \n", + "8 Pink Christmas 2024-11-25 2024-12-23 \n", + "11 Haidhauser Weihnachtsmarkt 2024-11-26 2024-12-24 \n", + "9 Neuhauser Weihnachtsmarkt 2024-11-25 2024-12-23 \n", + "4 Christkindlmarkt am Sendlinger Tor 2024-11-25 2024-12-22 \n", + "14 Weihnachtsmarkt am Chinesischen Turm 2024-11-27 2024-12-22 \n", + "18 Sternenflotte auf der Alten Utting 2024-12-05 2024-12-30 \n", + "15 Schwabinger Weihnachtsmarkt 2024-11-29 2024-12-24 \n", + "22 Pasinger Christkindlmarkt 2024-11-30 2024-12-22 \n", + "10 Blutenburger Weihnacht 2024-12-05 2024-12-08 \n", + "\n", + " Dauer \n", + "12 53 \n", + "23 51 \n", + "2 51 \n", + "21 44 \n", + "1 43 \n", + "6 42 \n", + "13 38 \n", + "20 38 \n", + "17 36 \n", + "7 35 \n", + "3 34 \n", + "19 32 \n", + "16 31 \n", + "24 29 \n", + "0 29 \n", + "5 28 \n", + "8 28 \n", + "11 28 \n", + "9 28 \n", + "4 27 \n", + "14 25 \n", + "18 25 \n", + "15 25 \n", + "22 22 \n", + "10 3 " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Sortiere das DataFrame nach der Spalte 'Dauer' in absteigender Reihenfolge\n", + "df_sorted = df.sort_values(by='Dauer', ascending=False)\n", + "\n", + "# Zeige den sortierten Datensatz an\n", + "df_sorted" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Der Weihnachtsmarkt mit der längsten Dauer ist: Glühwein-Festival im Bogenhausener Weihnachtszauberwald mit 53 Tagen.\n" + ] + } + ], + "source": [ + "# Finde den Markt mit der längsten Dauer (erster Eintrag im sortierten DataFrame)\n", + "longest_open_market = df_sorted.iloc[0]\n", + "\n", + "# Gib den Markt mit der längsten Dauer aus\n", + "print(f\"Der Weihnachtsmarkt mit der längsten Dauer ist: {longest_open_market['Marktname']} mit {longest_open_market['Dauer']} Tagen.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Diagramm erstellen\n", + "df_sorted.plot(x='Marktname', y='Dauer', kind='barh', figsize=(20, 8), title='Dauer der Weihnachtsmärkte in München')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Bonus-Challenge für Fortgeschrittene: Visualisierung der Öffnungszeiten \n", + "\n", + "Als Fortgeschrittene*r kannst du versuchen, die Öffnungszeiten als parallele Zeitstrahle darzustellen.\n", + "\n", + "Hierfür musst du mit der Bibliothek `matplotlib` ein komplexeres Diagramm erstellen.\n", + "\n", + "Die Dokumentation von ``matplotlib`` findest du hier: https://matplotlib.org/stable/contents.html" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from datetime import datetime\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.dates as mdates\n", + "\n", + "# Sortiere das DataFrame nach der Spalte 'Startdatum' in aufsteigender Reihenfolge\n", + "df_sorted_by_start = df_sorted.sort_values(by='Startdatum', ascending=False)\n", + "\n", + "# Bonus: Erstelle ein Diagramm, um die Märkte und ihre Dauer zu visualisieren\n", + "fig, ax = plt.subplots(figsize=(20, 8))\n", + "\n", + "# Zeichne ein Balkendiagramm mit den Marktnamen und deren Start- und Enddatum\n", + "for index, row in df_sorted_by_start.iterrows():\n", + " ax.plot([row['Startdatum'], row['Enddatum']], [row['Marktname'], row['Marktname']], marker='o')\n", + "\n", + "# Markiere den 24. Dezember\n", + "ax.axvline(pd.to_datetime('2024-12-24'), color='red', linestyle='--', linewidth=2, label='Heiligabend (24.12.2024)')\n", + "\n", + "# Markiere das aktuelle Datum\n", + "current_date = datetime.now()\n", + "ax.axvline(current_date, color='blue', linestyle='--', linewidth=2, label=f'Aktuelles Datum ({current_date.strftime(\"%d.%m.%Y\")})')\n", + "\n", + "# Passe das Diagramm an\n", + "ax.set_xlabel('Datum', fontsize=14) # Setze die Beschriftung der x-Achse\n", + "ax.set_ylabel('Weihnachtsmarkt', fontsize=14) # Setze die Beschriftung der y-Achse\n", + "ax.set_title('Öffnungszeiten der Weihnachtsmärkte in München', fontsize=16, fontweight='bold') # Setze den Titel des Diagramms\n", + "ax.grid(True, linestyle='--', alpha=0.6) # Füge ein Raster hinzu\n", + "ax.set_facecolor('whitesmoke') # Setze die Hintergrundfarbe des Diagramms\n", + "\n", + "# Setze die Hauptlocator auf Wochen mit Sonntagen\n", + "ax.xaxis.set_major_locator(mdates.WeekdayLocator(byweekday=mdates.SU))\n", + "ax.xaxis.set_major_formatter(mdates.DateFormatter('%d.%m.%Y'))\n", + "\n", + "# Passe die Schriftgröße der Achsenbeschriftungen an\n", + "plt.xticks(fontsize=12)\n", + "plt.yticks(fontsize=12)\n", + "\n", + "# Zeige die Legende an\n", + "ax.legend()\n", + "\n", + "# Zeige das Diagramm an\n", + "plt.tight_layout()\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.10" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/solutions/weihnachtsmarkte-muenchen-2024-v2.csv b/solutions/weihnachtsmarkte-muenchen-2024-v2.csv new file mode 100644 index 0000000..1233381 --- /dev/null +++ b/solutions/weihnachtsmarkte-muenchen-2024-v2.csv @@ -0,0 +1,26 @@ +Marktname,Ort,Startdatum,Enddatum,Datum_Anmerkungen,Website,Beschreibung,Adresse,latitude,longitude +Münchner Christkindlmarkt am Marienplatz,Marienplatz,25.11.2024,24.12.2024,,https://www.christkindlmarkt-muenchen.de,Der traditionelle Markt vor dem Neuen Rathaus bietet altbayerischen Charme und eine große Auswahl an Kunsthandwerk.,"Marienplatz, 80331 München",48.137254,11.575513 +Winterzauber auf dem Viktualienmarkt,Viktualienmarkt,22.11.2024,04.01.2025,Geschlossen an Sonn- und Feiertagen,https://www.viktualienmarkt.de,"Ein beliebter Markt, der mit kulinarischen Leckereien und festlicher Beleuchtung begeistert.","Viktualienmarkt, 80331 München",48.135163,11.576328 +Eiszauber am Karlsplatz-Stachus,Karlsplatz-Stachus,22.11.2024,12.01.2025,,https://www.muenchnereiszauber.de,Mit Bayerns größter mobiler Eisarena ist dieser Markt ein Highlight für Schlittschuhläufer.,"Karlsplatz, 80335 München",48.139.079,11.566.200 +Weihnachtsdorf im Kaiserhof der Residenz,Münchner Residenz,18.11.2024,22.12.2024,,https://www.dasweihnachtsdorf.de,Ein idyllisches Weihnachtsdorf im Innenhof der Residenz mit Handwerksständen und Kinderunterhaltung.,"Residenzstraße 1, 80333 München",48.141567,11.578399 +Christkindlmarkt am Sendlinger Tor,Sendlinger-Tor-Platz,25.11.2024,22.12.2024,,https://www.sendlingertor.com,"Ein kleiner, feiner Markt mit internationalem Flair und einem vielfältigen kulinarischen Angebot.","Sendlinger-Tor-Platz, 80331 München",48.133960,11.567289 +Münchner Adventsspektakel und Mittelalterlicher Weihnachtsmarkt,Wittelsbacher Platz,25.11.2024,23.12.2024,,https://www.mittelaltermarkt-muenchen.de,"Ein Markt, der Geschichte hautnah erlebbar macht mit historischen Ständen und mittelalterlichen Köstlichkeiten.","Wittelsbacher Platz 6-10, 80333 München",48.143336,11.576106 +Münchner Feuerzangenbowle,Blumenstraße 22,25.11.2024,06.01.2025,,https://www.muenchner-feuerzangenbowle.de,Hier wird die berühmte Feuerzangenbowle in einer festlichen Atmosphäre serviert.,"Blumenstraße 22, 80331 München",48.133.853,11.573.686 +Tollwood – das Winterfestival,Theresienwiese,26.11.2024,31.12.2024,Markt bis 23.12.,https://www.tollwood.de,Ein alternatives Festival mit Bio-Essen und kulturellen Veranstaltungen in einer festlichen Umgebung.,"Theresienwiese, 80339 München",48.134479,11.549667 +Pink Christmas,Stephansplatz,25.11.2024,23.12.2024,,https://www.pink-christmas.de,"Ein queerer Weihnachtsmarkt, der Vielfalt und Gemeinschaft feiert.","Stephansplatz, 80469 München",48.130.988,11.566.672 +Neuhauser Weihnachtsmarkt,Rotkreuzplatz,25.11.2024,23.12.2024,,http://www.weihnachtsmarkt-muenchen-neuhausen.de,Ein familiärer Markt mit einer Vielzahl von handgefertigten Produkten und einem bunten Programm.,"Rotkreuzplatz, 80634 München",48.152634,11.533209 +Blutenburger Weihnacht,Schloss Blutenburg,05.12.2024,08.12.2024,,https://www.blutenburgverein.de,Ein märchenhafter Markt in der idyllischen Kulisse des Schlosses Blutenburg.,"Schloss Blutenburg, 81247 München",48.163.119,11.456.797 +Haidhauser Weihnachtsmarkt,Weißenburger Platz,26.11.2024,24.12.2024,,https://www.haidhauser-weihnachtsmarkt.de,"Ein beschaulicher, familiärer Markt mit live Musik und handgefertigten Produkten.","Weißenburger Platz, 81667 München",48.128557,11.596115 +Glühwein-Festival im Bogenhausener Weihnachtszauberwald,Festivalgelände vor dem Cosimabad,14.11.2024,06.01.2025,,https://www.geja-event.de,Ein zauberhafter Weihnachtsmarkt mit vielen Glühweinsorten und internationaler Küche.,"Cosimastraße, 81679 München",48.154008,11.629066 +Weihnachtsmarkt auf der Praterinsel,Praterinsel,14.11.2024,22.12.2024,,https://www.praterinsel.de,Ein romantischer Markt mit Chillout-Oasen und Street Food direkt am Wasser.,"Praterinsel 3-4, 80538 München",48.136115,11.590236 +Weihnachtsmarkt am Chinesischen Turm,Englischer Garten,27.11.2024,22.12.2024,,https://www.chinaturm.de,Ein traditioneller Markt im Englischen Garten mit Kunsthandwerk und Kinderkarussell.,"Englischer Garten, 80539 München",48.152403,11.592118 +Schwabinger Weihnachtsmarkt,Münchner Freiheit,29.11.2024,24.12.2024,,https://www.schwabingerweihnachtsmarkt.de,Ein kreativer Markt mit Kunstzelt und vielfältigen kulinarischen Genüssen.,"Münchner Freiheit, 80802 München",48.162665,11.586725 +Märchenbazar im Olympiapark,Olympiapark,28.11.2024,29.12.2024,,https://www.maerchenbazar.de,Ein nostalgischer Markt mit Zirkuszelten und einem bunten Programm für Groß und Klein.,"Spiridon-Louis-Ring 100, 80809 München",48.167645,11.548905 +Zauberhafter Weihnachtsmarkt im Werksviertel,Knödelplatz,14.11.2024,20.12.2024,,https://www.werksviertel-mitte.de,Ein kreativer Markt mit vielfältigem Bühnenprogramm und Foodtrucks.,"Knödelplatz, 81673 München",48.124328,11.605546 +Sternenflotte auf der Alten Utting,Lagerhausstraße 15,05.12.2024,30.12.2024,,https://www.alte-utting.de,Ein einzigartiger Markt auf einem alten Dampfer mit Glühwein und Live-Musik.,"Lagerhausstraße 15, 80339 München",48.119530,11.556544 +Der Mondscheinexpress,Bahnwärter Thiel,21.11.2024,23.12.2024,,https://www.bahnwaerterthiel.de,Ein kreativer Weihnachtsmarkt mit Kunsthandwerk und einem bunten Rahmenprogramm.,"Tumblingerstraße 45, 80337 München",48.122237,11.554838 +Winterrausch im Hexenhaus,Kulturcafé Gans Woanders,21.11.2024,29.12.2024,Handwerksmarkt bis 23.12.,https://www.ganswoanders.de,Ein gemütlicher Markt mit lokalen Künstlern und einem kreativen Programm.,"Pilgersheimerstraße 13, 81539 München",48.118286,11.574788 +Weihnachts- und Wintermarkt am Flughafen München,Flughafen München,17.11.2024,31.12.2024,,https://www.munich-airport.de/weihnachts-und-wintermarkt-2024-14101844,Ein festlicher Markt im Tannenwald mit Live-Musik und kulinarischen Schmankerln.,"München Flughafen, 85356 München",48.353921,11.788196 +Pasinger Christkindlmarkt,Schererplatz,30.11.2024,22.12.2024,,https://www.pasinger-christkindlmarkt.de,Ein traditioneller Markt mit handgefertigten Unikaten und kulinarischen Leckereien.,"Schererplatz, 81241 München",48.144341,11.461610 +Winterworld Motorworld,Motorworld München,08.11.2024,29.12.2024,geschlossen am 17.& 24. November sowie am 24. Dezember 2024,https://motorworld.de,Ein aufregender Weihnachtsmarkt mit einer Eislaufbahn und Livemusik in historischem Ambiente.,"Motorworld, 80995 München",48.196447,11.606792 +Die Weihnachtsmacherei in Berg am Laim,Quartiersplatz Die Macherei,23.11.2024,22.12.2024,geöffnet von Donnerstag bis Sonntag,https://www.die-macherei-muenchen.de/events/weihnachtsmacherei-2024,Der Weihnachtsmarkt im New-Work-Quartier Die Macherei mit vielfältigem Programm mit Eisstockbahnen,Berg-am-Laim-Straße 103 81673 München,48.130250,11.623900 \ No newline at end of file