From cbc228646b53841de46d7b2d06e673609ff4c017 Mon Sep 17 00:00:00 2001 From: zzzimtzoe Date: Thu, 25 Sep 2025 15:54:44 +0200 Subject: [PATCH 01/10] Create solution_.md --- solution_.md | 1 + 1 file changed, 1 insertion(+) create mode 100644 solution_.md diff --git a/solution_.md b/solution_.md new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/solution_.md @@ -0,0 +1 @@ + From 281c741c3fe94bde5c12568c31bd132e705e20c3 Mon Sep 17 00:00:00 2001 From: zzzimtzoe Date: Thu, 25 Sep 2025 15:56:07 +0200 Subject: [PATCH 02/10] Update solution_.md --- solution_.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/solution_.md b/solution_.md index 8b137891..b6de3446 100644 --- a/solution_.md +++ b/solution_.md @@ -1 +1,5 @@ +13696475 +Fantastic yeasts and where to find them: the hidden diversity of dimorphic fungal pathogens. +An analysis of the forces required to drag sheep over various surfaces. +The neurocognitive effects of alcohol on adolescents and college students. From edf98af08edd6d3b72946d0b016dcf7c3ea5175c Mon Sep 17 00:00:00 2001 From: zzzimtzoe Date: Thu, 25 Sep 2025 15:57:11 +0200 Subject: [PATCH 03/10] Update solution_.md --- solution_.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/solution_.md b/solution_.md index b6de3446..d6e920f3 100644 --- a/solution_.md +++ b/solution_.md @@ -1,5 +1,5 @@ 13696475 -Fantastic yeasts and where to find them: the hidden diversity of dimorphic fungal pathogens. -An analysis of the forces required to drag sheep over various surfaces. +Fantastic yeasts and where to find them: the hidden diversity of dimorphic fungal pathogens
+An analysis of the forces required to drag sheep over various surfaces
The neurocognitive effects of alcohol on adolescents and college students. From bdf2514b66f5843de32561b8b02e5d6b65f68faa Mon Sep 17 00:00:00 2001 From: zzzimtzoe Date: Thu, 25 Sep 2025 15:57:19 +0200 Subject: [PATCH 04/10] Update solution_.md --- solution_.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/solution_.md b/solution_.md index d6e920f3..540e8a8b 100644 --- a/solution_.md +++ b/solution_.md @@ -2,4 +2,4 @@ Fantastic yeasts and where to find them: the hidden diversity of dimorphic fungal pathogens
An analysis of the forces required to drag sheep over various surfaces
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zH)-cZt~~140WUJH))cj9{BmAlYt>H+!C!*0adOT;7fEc}oJIa|Sswzk)xyQY@b_p>Ifpj8L-`ZPd4T#lIi!s9UG)6hIp z@#O|g>v4%5O$Qv(-vKhV1cAPV)@4d@6#x1nAR=QDE#MD3AR|bEav$-U0qL72Ev^3OfqR1hnia1ll)fSgM?b|8u z2HS0mQ2YJD;Wwnp7x&}RA|f{zV5O!Z=;k0Cg2v?Oy6ScQj{LxyBpRNdZ9M)hI7V@2 z9KEid6;%U%_fLNU_!SP1p~h-|EVUgc>&@s-z;Mjoy?N#oEokwrd73}eAz1OD3=38lxb6Pue*rP23Pk__ literal 0 HcmV?d00001 From acf2f2f847fb83f36b9f22834aca5e3868452bdd Mon Sep 17 00:00:00 2001 From: zzzimtzoe Date: Thu, 25 Sep 2025 16:27:03 +0200 Subject: [PATCH 08/10] Update solution_.md --- solution_.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/solution_.md b/solution_.md index 540e8a8b..bfa136a2 100644 --- a/solution_.md +++ b/solution_.md @@ -3,3 +3,7 @@ Fantastic yeasts and where to find them: the hidden diversity of dimorphic fungal pathogens
An analysis of the forces required to drag sheep over various surfaces
The neurocognitive effects of alcohol on adolescents and college students + +![Plot of average yearly beer consumption per student](plot_beer_consumption.png) + +The Plot shows the average yearly beer consumption per university student in the Netherlands from 2006 until 2018. In the year 2006 the average beer consumption is at about 55 liters per student. Over the years, the beer consumption decreased, reaching approximatly 43 liters per student in 2018. From 76faa40679d5df57936e77f39345322bd12ba079 Mon Sep 17 00:00:00 2001 From: zzzimtzoe Date: Thu, 25 Sep 2025 16:38:37 +0200 Subject: [PATCH 09/10] Add files via upload --- assignment1_plot_beer_consumption.ipynb | 147 ++++++++++++++++++++++++ 1 file changed, 147 insertions(+) create mode 100644 assignment1_plot_beer_consumption.ipynb diff --git a/assignment1_plot_beer_consumption.ipynb b/assignment1_plot_beer_consumption.ipynb new file mode 100644 index 00000000..b6921ec7 --- /dev/null +++ b/assignment1_plot_beer_consumption.ipynb @@ -0,0 +1,147 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 25, + "id": "90956aae", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4e8d9b2c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Year WO [x1000] NL Beer consumption [x1000 hectoliter]\n", + "0 2006 205.9 11402\n", + "1 2007 208.6 11492\n", + "2 2008 212.7 11450\n", + "3 2009 220.5 11502\n", + "4 2010 233.2 11474\n", + "5 2011 242.4 11480\n", + "6 2012 245.4 11452\n", + "7 2013 241.4 11484\n", + "8 2014 250.2 11555\n", + "9 2015 255.7 11601\n", + "10 2016 261.2 11731\n", + "11 2017 267.9 11862\n", + "12 2018 280.1 12048\n" + ] + } + ], + "source": [ + "data = pd.read_csv('istherecorrelation.csv', sep=\";\")\n", + "data.columns = data.columns.str.strip()\n", + "data[\"WO [x1000]\"] = (\n", + " data[\"WO [x1000]\"]\n", + " .astype(str)\n", + " .str.replace(\",\", \".\", regex=False)\n", + " .astype(float)\n", + ")\n", + "print(data)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "34aa9f9b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 55.376396\n", + "1 55.091083\n", + "2 53.831688\n", + "3 52.163265\n", + "4 49.202401\n", + "5 47.359736\n", + "6 46.666667\n", + "7 47.572494\n", + "8 46.183054\n", + "9 45.369574\n", + "10 44.911945\n", + "11 44.277716\n", + "12 43.013210\n", + "dtype: float64\n" + ] + } + ], + "source": [ + "year = data[\"Year\"]\n", + "num_students = data[\"WO [x1000]\"]\n", + "beer = data[\"NL Beer consumption [x1000 hectoliter]\"]\n", + "\n", + "beer_per_student = beer / num_students\n", + "print(beer_per_student)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "8ae2ace5", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "

" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6), dpi=300)\n", + "plt.plot(year, beer_per_student, marker=\"o\", linestyle=\"-\", color=\"hotpink\")\n", + "\n", + "plt.title(\"Average Yearly Beer Consumption per University Student in the Netherlands\")\n", + "plt.xlabel(\"Year\")\n", + "plt.ylabel(\"Beer per Student (liters)\")\n", + "plt.grid(True, linestyle=\":\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "25d4d563", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.13.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 51ee43189f2e778da7cacdb973b8b6b735bb590f Mon Sep 17 00:00:00 2001 From: zzzimtzoe Date: Thu, 25 Sep 2025 16:39:59 +0200 Subject: [PATCH 10/10] Update solution_.md --- solution_.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/solution_.md b/solution_.md index bfa136a2..8c8df3b8 100644 --- a/solution_.md +++ b/solution_.md @@ -6,4 +6,4 @@ The neurocognitive effects of alcohol on adolescents and college students ![Plot of average yearly beer consumption per student](plot_beer_consumption.png) -The Plot shows the average yearly beer consumption per university student in the Netherlands from 2006 until 2018. In the year 2006 the average beer consumption is at about 55 liters per student. Over the years, the beer consumption decreased, reaching approximatly 43 liters per student in 2018. +The graph shows the average yearly beer consumption per university student in the Netherlands from 2006 until 2018. In the year 2006 the average beer consumption is at about 55 liters per student. Over the years, the beer consumption decreased, reaching approximatly 43 liters per student in 2018.