From b9ec921ecb17deeed5742acad3bf3f4fe5ac280c Mon Sep 17 00:00:00 2001 From: floorclarisse Date: Mon, 27 Sep 2021 18:35:50 +0200 Subject: [PATCH] added markdown file with titles and plot, added python file to make plot --- correlation_plot.py | 30 ++++++++++++++++++++++++++++++ correlationquestion.png | Bin 0 -> 86399 bytes solution_.md | 17 +++++++++++++++++ 3 files changed, 47 insertions(+) create mode 100644 correlation_plot.py create mode 100644 correlationquestion.png create mode 100644 solution_.md diff --git a/correlation_plot.py b/correlation_plot.py new file mode 100644 index 0000000..567c4da --- /dev/null +++ b/correlation_plot.py @@ -0,0 +1,30 @@ +import pandas as pd +import matplotlib.pyplot as plt + +data = pd.read_csv("istherecorrelation.csv", sep=";", decimal=",") + +print(data) +year = data.iloc[:,0] +students = data.iloc[:,1] +beer = data.iloc[:,2] + +fig, axs = plt.subplots(1,3,figsize=(18,8)) +axs[0].plot(year, beer, 'ro') +axs[0].set_xlabel("Year", fontsize=14) +axs[0].set_ylabel("Beer consumption [x1000 hectoliter]", fontsize=14) +axs[0].set_title("Beer consumption of students", fontsize=14) + +axs[1].plot(year, beer/students, 'go') +axs[1].set_xlabel("Year", fontsize=14) +axs[1].set_ylabel("Beer consumption per student [hectoliter]", fontsize=14) +axs[1].set_title("Average beer consumption of a student", fontsize=14) + +fig.suptitle("Dutch WO student beer consumption increasing or not?", fontsize=16) + +axs[2].plot(students, beer, 'yo') +axs[2].set_xlabel("Number of students [x1000]", fontsize=14) +axs[2].set_ylabel("Beer consumption [x1000 hectoliters]", fontsize=14) +axs[2].set_title("Beer consumption vs students", fontsize=14) +plt.tight_layout() +plt.savefig("correlationquestion.png") +plt.show() \ No newline at end of file diff --git a/correlationquestion.png b/correlationquestion.png new file mode 100644 index 0000000000000000000000000000000000000000..c6053aa2406e842c3cd3209fc553cbd4dd4620db GIT binary patch literal 86399 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