From 02ca7306bae3cca86e671211a6c4419ae148a47a Mon Sep 17 00:00:00 2001 From: Xanthron Writer Date: Mon, 12 Jun 2023 10:59:20 +0200 Subject: [PATCH 1/4] Variablen einheitlich benannt --- .../einwohner_europa.ipynb | 60 ++++++++++++------- 1 file changed, 38 insertions(+), 22 deletions(-) diff --git a/book/content/Exercises/02_python/10_einwohner_europa/einwohner_europa.ipynb b/book/content/Exercises/02_python/10_einwohner_europa/einwohner_europa.ipynb index 5572aa7b..21eb6faa 100644 --- a/book/content/Exercises/02_python/10_einwohner_europa/einwohner_europa.ipynb +++ b/book/content/Exercises/02_python/10_einwohner_europa/einwohner_europa.ipynb @@ -1,6 +1,7 @@ { "cells": [ { + "attachments": {}, "cell_type": "markdown", "metadata": { "tags": [ @@ -24,6 +25,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -31,6 +33,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -40,6 +43,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -47,6 +51,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -54,6 +59,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": { "tags": [ @@ -147,13 +153,14 @@ "source": [ "# Auslesen und Ausgeben einer Datei\n", "\n", - "file = open('einwohner_europa_2019.csv', 'r')\n", + "datei = open('einwohner_europa_2019.csv', 'r')\n", "\n", - "for line in file:\n", - " print(line)" + "for zeile in datei:\n", + " print(zeile)" ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -161,6 +168,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -168,6 +176,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -177,6 +186,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": { "tags": [ @@ -215,16 +225,16 @@ "laender = []\n", "bevoelkerungen = []\n", "erste_zeile = True\n", - "file = open('einwohner_europa_2019.csv', 'r')\n", + "datei = open('einwohner_europa_2019.csv', 'r')\n", "\n", "# Speichern der Datei in zwei Listen\n", - "for line in file:\n", + "for zeile in datei:\n", " \n", " # Überprüfung, ob das Programm gerade die erste Zeile der Datei ausließt\n", " if not erste_zeile:\n", "\n", " # Aufteilen der Zeile in zwei Variablen\n", - " [land, einwohner] = line.split(',')\n", + " [land, einwohner] = zeile.split(',')\n", "\n", " # Konvertierung in einen Integer\n", " einwohner = int(einwohner)\n", @@ -239,10 +249,11 @@ "print(laender)\n", "print(bevoelkerungen)\n", "\n", - "file.close()" + "datei.close()" ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": { "tags": [ @@ -280,12 +291,12 @@ "\n", "laender = []\n", "einwohner = []\n", - "file = open('einwohner_europa_2019.csv', 'r')\n", + "datei = open('einwohner_europa_2019.csv', 'r')\n", "\n", "# Speichern der Datei in zwei Listen\n", - "for line in file:\n", - " laender.append(line.split(',')[0])\n", - " einwohner.append(line.split(',')[1])\n", + "for zeile in datei:\n", + " laender.append(zeile.split(',')[0])\n", + " einwohner.append(zeile.split(',')[1])\n", " \n", "# Entfernen des ersten Elements beider Listen\n", "laender.pop(0)\n", @@ -298,10 +309,11 @@ "print(laender)\n", "print(einwohner)\n", "\n", - "file.close()" + "datei.close()" ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -311,6 +323,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -320,6 +333,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": { "tags": [ @@ -356,12 +370,12 @@ "\n", "laender = []\n", "einwohner = []\n", - "file = open('einwohner_europa_2019.csv', 'r')\n", + "datei = open('einwohner_europa_2019.csv', 'r')\n", "\n", "# Speichern der Datei in zwei Listen\n", - "for line in file:\n", - " laender.append(line.split(',')[0])\n", - " einwohner.append(line.split(',')[1])\n", + "for zeile in datei:\n", + " laender.append(zeile.split(',')[0])\n", + " einwohner.append(zeile.split(',')[1])\n", " \n", "# Entfernen des ersten Elements beider Listen\n", "laender.pop(0)\n", @@ -380,16 +394,17 @@ " i += 1\n", " \n", "# Berechnung der gesammten EU-Bevölkerung\n", - "gesammtBev = 0\n", + "gesamt_bevoelkerung = 0\n", "for i in einwohner:\n", - " gesammtBev += i\n", + " gesamt_bevoelkerung += i\n", " \n", - "print(f'Die gesammte EU-Bevölkerung in 2019 waren ungefähr {gesammtBev/10**6:.2f} Millionen Personen.')\n", + "print(f'Die gesammte EU-Bevölkerung in 2019 waren ungefähr {gesamt_bevoelkerung/10**6:.2f} Millionen Personen.')\n", "\n", - "file.close()" + "datei.close()" ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -402,6 +417,7 @@ ] }, { + "attachments": {}, "cell_type": "markdown", "metadata": { "tags": [ @@ -435,7 +451,7 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ "
" ] @@ -455,7 +471,7 @@ "plt.bar(laender,einwohner)\n", "plt.xlabel(\"Laender\")\n", "plt.ylabel(\"Bevoelkerungszahlen\")\n", - "plt.axhline(gesammtBev/len(einwohner),color=\"red\",ls=\"--\")\n", + "plt.axhline(gesamt_bevoelkerung/len(einwohner),color=\"red\",ls=\"--\")\n", "plt.xticks(rotation=90)\n", "plt.show()" ] From f8d16358c857a2068fa2bf47a7cdb8e1b0628026 Mon Sep 17 00:00:00 2001 From: Xanthron Writer Date: Sun, 25 Jun 2023 11:26:55 +0200 Subject: [PATCH 2/4] =?UTF-8?q?Umbenennung=20in=20L=C3=B6sungsvorschlag=20?= =?UTF-8?q?II?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Umbenennung einwohner in bevölkerung in Lösungsvorschlag II. --- .../10_einwohner_europa/einwohner_europa.ipynb | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/book/content/Exercises/02_python/10_einwohner_europa/einwohner_europa.ipynb b/book/content/Exercises/02_python/10_einwohner_europa/einwohner_europa.ipynb index 21eb6faa..5e5bce8e 100644 --- a/book/content/Exercises/02_python/10_einwohner_europa/einwohner_europa.ipynb +++ b/book/content/Exercises/02_python/10_einwohner_europa/einwohner_europa.ipynb @@ -290,24 +290,24 @@ "# Auslesen einer Datei und Speichern in Listen\n", "\n", "laender = []\n", - "einwohner = []\n", + "bevoelkerungen = []\n", "datei = open('einwohner_europa_2019.csv', 'r')\n", "\n", "# Speichern der Datei in zwei Listen\n", "for zeile in datei:\n", " laender.append(zeile.split(',')[0])\n", - " einwohner.append(zeile.split(',')[1])\n", + " bevoelkerungen.append(zeile.split(',')[1])\n", " \n", "# Entfernen des ersten Elements beider Listen\n", "laender.pop(0)\n", - "einwohner.pop(0)\n", + "bevoelkerungen.pop(0)\n", "\n", "# Konvertieren der Elemente in Einwohner in Integers\n", - "for i in range(0,len(einwohner)):\n", - " einwohner[i] = int(einwohner[i])\n", + "for i in range(0,len(bevoelkerungen)):\n", + " bevoelkerungen[i] = int(bevoelkerungen[i])\n", " \n", "print(laender)\n", - "print(einwohner)\n", + "print(bevoelkerungen)\n", "\n", "datei.close()" ] From 07d9304e117dacaf9db065aac562c527997da829 Mon Sep 17 00:00:00 2001 From: Xanthron Writer Date: Sun, 25 Jun 2023 11:32:01 +0200 Subject: [PATCH 3/4] =?UTF-8?q?Revert=20"Umbenennung=20in=20L=C3=B6sungsvo?= =?UTF-8?q?rschlag=20II"?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit This reverts commit f8d16358c857a2068fa2bf47a7cdb8e1b0628026. --- .../10_einwohner_europa/einwohner_europa.ipynb | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/book/content/Exercises/02_python/10_einwohner_europa/einwohner_europa.ipynb b/book/content/Exercises/02_python/10_einwohner_europa/einwohner_europa.ipynb index 5e5bce8e..21eb6faa 100644 --- a/book/content/Exercises/02_python/10_einwohner_europa/einwohner_europa.ipynb +++ b/book/content/Exercises/02_python/10_einwohner_europa/einwohner_europa.ipynb @@ -290,24 +290,24 @@ "# Auslesen einer Datei und Speichern in Listen\n", "\n", "laender = []\n", - "bevoelkerungen = []\n", + "einwohner = []\n", "datei = open('einwohner_europa_2019.csv', 'r')\n", "\n", "# Speichern der Datei in zwei Listen\n", "for zeile in datei:\n", " laender.append(zeile.split(',')[0])\n", - " bevoelkerungen.append(zeile.split(',')[1])\n", + " einwohner.append(zeile.split(',')[1])\n", " \n", "# Entfernen des ersten Elements beider Listen\n", "laender.pop(0)\n", - "bevoelkerungen.pop(0)\n", + "einwohner.pop(0)\n", "\n", "# Konvertieren der Elemente in Einwohner in Integers\n", - "for i in range(0,len(bevoelkerungen)):\n", - " bevoelkerungen[i] = int(bevoelkerungen[i])\n", + "for i in range(0,len(einwohner)):\n", + " einwohner[i] = int(einwohner[i])\n", " \n", "print(laender)\n", - "print(bevoelkerungen)\n", + "print(einwohner)\n", "\n", "datei.close()" ] From 8c3d9fbbc3137e9bc2f3bb7d58f55ac57a13572f Mon Sep 17 00:00:00 2001 From: Xanthron Writer Date: Sun, 25 Jun 2023 11:35:53 +0200 Subject: [PATCH 4/4] Umbenennung der Variablen --- .../einwohner_europa.ipynb | 30 +++++++++---------- 1 file changed, 14 insertions(+), 16 deletions(-) diff --git a/book/content/Exercises/02_python/10_einwohner_europa/einwohner_europa.ipynb b/book/content/Exercises/02_python/10_einwohner_europa/einwohner_europa.ipynb index 21eb6faa..46340d62 100644 --- a/book/content/Exercises/02_python/10_einwohner_europa/einwohner_europa.ipynb +++ b/book/content/Exercises/02_python/10_einwohner_europa/einwohner_europa.ipynb @@ -223,7 +223,7 @@ "# Auslesen einer Datei und Speichern in Listen\n", "\n", "laender = []\n", - "bevoelkerungen = []\n", + "einwohner = []\n", "erste_zeile = True\n", "datei = open('einwohner_europa_2019.csv', 'r')\n", "\n", @@ -234,20 +234,20 @@ " if not erste_zeile:\n", "\n", " # Aufteilen der Zeile in zwei Variablen\n", - " [land, einwohner] = zeile.split(',')\n", + " [land, bevoelkerung] = zeile.split(',')\n", "\n", " # Konvertierung in einen Integer\n", - " einwohner = int(einwohner)\n", + " bevoelkerung = int(bevoelkerung)\n", "\n", " # Erweiterung der Listen um die beiden Elemente der aktuell ausgelesenen Zeile\n", " laender.append(land)\n", - " bevoelkerungen.append(int(einwohner))\n", + " einwohner.append(int(bevoelkerung))\n", " \n", " else:\n", " erste_zeile = False\n", " \n", "print(laender)\n", - "print(bevoelkerungen)\n", + "print(einwohner)\n", "\n", "datei.close()" ] @@ -394,11 +394,11 @@ " i += 1\n", " \n", "# Berechnung der gesammten EU-Bevölkerung\n", - "gesamt_bevoelkerung = 0\n", + "gesamt_einwohner = 0\n", "for i in einwohner:\n", - " gesamt_bevoelkerung += i\n", + " gesamt_einwohner += i\n", " \n", - "print(f'Die gesammte EU-Bevölkerung in 2019 waren ungefähr {gesamt_bevoelkerung/10**6:.2f} Millionen Personen.')\n", + "print(f'Die gesammte EU-Bevölkerung in 2019 waren ungefähr {gesamt_einwohner/10**6:.2f} Millionen Personen.')\n", "\n", "datei.close()" ] @@ -432,7 +432,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": { "tags": [ "loesung", @@ -451,14 +451,12 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -471,7 +469,7 @@ "plt.bar(laender,einwohner)\n", "plt.xlabel(\"Laender\")\n", "plt.ylabel(\"Bevoelkerungszahlen\")\n", - "plt.axhline(gesamt_bevoelkerung/len(einwohner),color=\"red\",ls=\"--\")\n", + "plt.axhline(gesamt_einwohner/len(einwohner),color=\"red\",ls=\"--\")\n", "plt.xticks(rotation=90)\n", "plt.show()" ] @@ -501,7 +499,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.3" + "version": "3.11.3" } }, "nbformat": 4,