From c61680ae09ac751b7a63dcb8190d0c1fc39f1af9 Mon Sep 17 00:00:00 2001 From: TimonJasarevic Date: Mon, 29 Sep 2025 16:17:47 +0200 Subject: [PATCH 1/3] Solution first assignment --- solution_TimonJasarevic.md | 7 +++++++ 1 file changed, 7 insertions(+) create mode 100644 solution_TimonJasarevic.md diff --git a/solution_TimonJasarevic.md b/solution_TimonJasarevic.md new file mode 100644 index 0000000..30733bf --- /dev/null +++ b/solution_TimonJasarevic.md @@ -0,0 +1,7 @@ +4. StudentID: 13432001 + +5. +-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 7b83f056bfcad1407197c672d7c0bac3cf05f375 Mon Sep 17 00:00:00 2001 From: TimonJasarevic Date: Mon, 29 Sep 2025 16:54:32 +0200 Subject: [PATCH 2/3] Added plotter, image and updated solution sheet --- beer_per_student_linear_fit.png | Bin 0 -> 14191 bytes plot.py | 28 ++++++++++++++++++++++++++++ solution_TimonJasarevic.md | 3 +++ 3 files changed, 31 insertions(+) create mode 100644 beer_per_student_linear_fit.png create mode 100644 plot.py diff --git a/beer_per_student_linear_fit.png b/beer_per_student_linear_fit.png new file mode 100644 index 0000000000000000000000000000000000000000..676084940e273d4ac8258f256fa49c144c154ee7 GIT binary patch literal 14191 zcmeI2ze@sP7{?#eOeM)^(I7B_rZ_JGA(K)$NuwmHp_b6VO0Z7!P=|&iY-ntWhK3-T ziV*q(ylAbZArObgmY}U4L(zNhoBa(1-vhaa<2>%ZJfH9LybtgGd}`Y5>UR;5JDE@x zh`My5&J%~7U1=PwHrXkp#h0~3bzQ4uidmY=XobA0<#TKPa<*8?soP`Hs4N9X{F|Cq zD1`!nt=~H&wYU*Dzu3EBPjMC!D&oh5@2f|@9^T$(PMz(InDU@*;om{Swx3;^Mvcs!r0h8I82n7s*WndWI@aE}IqOJ^ zOFAA#(2NMFK?I!O8m24490>)5()foL6^_ShPgov*nlRrp L8BZyfvGndYXbBwR literal 0 HcmV?d00001 diff --git a/plot.py b/plot.py new file mode 100644 index 0000000..4013572 --- /dev/null +++ b/plot.py @@ -0,0 +1,28 @@ +import pandas as pd +import matplotlib.pyplot as plt +import numpy as np + +df = pd.read_csv("istherecorrelation.csv", sep=";", decimal=",") + +beer_per_student = (df.iloc[:, 2] / df.iloc[:, 1]) + +x = df["Year"].to_numpy(dtype=float) +y = beer_per_student.to_numpy(dtype=float) + +m, b = np.polyfit(x, y, 1) +y_hat = m * x + b + +r2 = 1 - np.sum((y - y_hat)**2) / np.sum((y - y.mean())**2) + +plt.figure(figsize=(6,3.5), dpi=300) +plt.plot(x, y, marker="o", label="Beer (hl) per 1000 WO students") +plt.plot(x, y_hat, linestyle="--", label=f"Linear fit (R²={r2:.3f})") +plt.xlabel("Year") +plt.ylabel("Hectoliters per 1000 students") +plt.title("Beer per 1000 WO Students (linear fit)") +plt.grid(True) +plt.legend() +plt.show() +plt.savefig("beer_per_student_linear_fit.png", dpi=300) +plt.close() + diff --git a/solution_TimonJasarevic.md b/solution_TimonJasarevic.md index 30733bf..057e0fc 100644 --- a/solution_TimonJasarevic.md +++ b/solution_TimonJasarevic.md @@ -5,3 +5,6 @@ -An analysis of the forces required to drag sheep over various surfaces. -The neurocognitive effects of alcohol on adolescents and college students. +![Beer per 1,000 WO Students](beer_per_student_linear_fit.png) + +The WO students are drinking less beer over the years. 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L8BZyfvGndYXbBwR diff --git a/plot.py b/plot.py index 4013572..72598ba 100644 --- a/plot.py +++ b/plot.py @@ -14,7 +14,7 @@ r2 = 1 - np.sum((y - y_hat)**2) / np.sum((y - y.mean())**2) -plt.figure(figsize=(6,3.5), dpi=300) +plt.figure(figsize=(8,5), dpi=150) plt.plot(x, y, marker="o", label="Beer (hl) per 1000 WO students") plt.plot(x, y_hat, linestyle="--", label=f"Linear fit (R²={r2:.3f})") plt.xlabel("Year") @@ -22,7 +22,5 @@ plt.title("Beer per 1000 WO Students (linear fit)") plt.grid(True) plt.legend() -plt.show() plt.savefig("beer_per_student_linear_fit.png", dpi=300) -plt.close() - +plt.show()