From 30dd440e21b619077a9b7310db9c0069ef6f481e Mon Sep 17 00:00:00 2001 From: Annnvd Date: Thu, 25 Sep 2025 20:48:37 +0200 Subject: [PATCH] Solutions to the Toolbox assignment. --- beer_consumption.png | Bin 0 -> 33769 bytes solution_md.md | 45 +++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 45 insertions(+) create mode 100644 beer_consumption.png create mode 100644 solution_md.md diff --git a/beer_consumption.png b/beer_consumption.png new file mode 100644 index 0000000000000000000000000000000000000000..6bac0ea6985efb079d4de123e07f2280a124fc34 GIT binary patch literal 33769 zcmce<2UL|=)-8I}GNYDNs9?eX3KAu$AfZ&$gNO){lSs};RI;T&89@ZeAc`Paat2F8 zGAL0v1OtdNdvxFbj(gvGj_zT>IbYh}-fPV@=Um(Can8ScczJy9m$XFA-ZQ6^YI9A?J%;nwXzZ6&N~@EqHWbRHU&#L#8AjCMT2~dR z$9_9^DRiLyvh$jWxzaBa<+8he`#FWp{+EY}0rG6OuW9A(XzkESZ%A6L*q9rjq!pcg9 z8V4><9j3*&3CbIfdj+e>f4INDB}bl-Vth)Dif*Z1iVFT`JMd<|Q-E%+V!V>7_d0f-I_EnM>!Te%|GB&| z`t+8|PELkz#y@yVH2HHXH>BvEXt${q8$aZ}%c9}QS>LGbVvg*5e6Nx+C{l}x4p11E 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adolescents and college students (DW Zeigler et al., 2005) + +## Analysis of student beer consumption + +### Import and save data in DataFrame +```python +# Import necessary pakages +import pandas as pd +import matplotlib.pyplot as plt + +# Read csv data +df = pd.read_csv("istherecorrelation.csv", sep = ";", decimal = ",") + +# Add column with average beer consumption +df["Average consumption [hL]"] = df["NL Beer consumption [x1000 hectoliter]"] / df["WO [x1000]"] +``` + +### Plot average beer consumption (in hL) per year +```python +# Plot data +plt.figure(dpi = 300) +plt.plot(df["Year"], df["Average consumption [hL]"], 'o', markersize = 5) + +# Change plot properties +plt.grid(True) +plt.xlabel("Year (a.u.)") +plt.ylabel("Average beer consumption (hL)") +plt.xlim(2004, 2020) +plt.ylim(42, 56) + +plt.show() +``` + +### Figure beer consumption +![img](beer_consumption.png) + +### Short interpretation of results +The graph shows a decreasing linear trend in average beer consumption. Thus, on average, students in the Netherlands drink less beer. \ No newline at end of file