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Documents/Arbeit/IFN/Programmieren WiSe 25 26/LesungsFolien.pdf
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Documents/Arbeit/IFN/Programmieren WiSe 25 26/LesungsFolien.pptx
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Documents/Arbeit/IFN/Programmieren WiSe 25 26/Time Table.md
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@@ -51,27 +51,26 @@ Ideen:
```python
# Plot
fig, ax = plt.subplots(figsize=(9,6))
ax.plot(norm_x, norm_height, color='r')
# filling under the curve
ax.fill_between(x_percentile, y_percentile, 0, alpha=.5, color='#fa0000')
gain_week = [
rand.uniform(-2.5, 2.5, sims)
for _ in range(7)
]
# Set text
ax.text(0.4,0.18,
f"80th percentile of Womens heigth\n fall under {avg_percentile:.1f}cm",
ha='center', va='center', transform=ax.transAxes,
bbox={'facecolor':'#fafafa','alpha':1,'edgecolor':'none','pad':1},
color='#de2e0b'
)
duration = np.zeros(sims)
for gain in gain_week:
duration += gain
duration += men
# Show
plt.title("Woman Height Normal Distribution")
plt.xlabel("Height")
plt.yticks([]) # hide y
gain_percent = float(
np.round((duration < avg_weight-3).sum()/sims, decimals=2)
)
plt.figure(figsize=(10,5))
plt.hist(duration, density=True)
plt.axvline(avg_weight-3, color='r')
plt.show()
print(gain_percent)
```

2
Documents/Arbeit/IFN/Programmieren WiSe 25 26/Vorlesungen/19.12.2025.md
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@@ -12,6 +12,6 @@ thumbnail: thumbnails/resized/e3f80df020cca3c2d7e2ffdc7d968e79_86cf658e.webp
# 19.12.2025
# Tasks
- [ ] Task1
- [ ]
---

55
Documents/Arbeit/IFN/Programmieren WiSe 25 26/course.csv
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@@ -1,39 +1,38 @@
Nachname,Vorname,Hauptfach,Nebenfach,Abschluss,Semester,HBK Mat-Nr.,TU Mat-Nr.,Jupyter ID,1. Tutorial (31),2. Tutorial (17),3. Extended Applications (26),4. NumPy & MatPlotLib (45),5. SciPy (45),6. Monte Carlo Simulation (40),7. Pandas,8. Statistical Test Methods,9. Data Analysis 1,10. Folium,11. Data Analysis 2,Bestanden?
Arshad,Dania,Medienwissenschaften,English Studies,B.A.,3,79842,5537743,de3954e1b873bd08905abd86f101e665,7,9,19,17.5,0,0,0,0,0,0,0,
Arshad,Dania,Medienwissenschaften,English Studies,B.A.,3,79842,5537743,de3954e1b873bd08905abd86f101e665,7,9,19,17.5,23,0,0,0,0,0,0,
Beu,Jamie,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79721,5534234,ef2b8977b9b4b8f3c080fccb150ca4a2,25,16,21,31,42,0,0,0,0,0,0,
Biermann,Michael,Chemie,,M.Sc.,11,,5600913,820835991a0207b4ea61c8310ef41cf1,31,18,19,39.5,0,0,0,0,0,0,0,
Biermann,Michael,Chemie,,M.Sc.,11,,5600913,820835991a0207b4ea61c8310ef41cf1,31,18,19,39.5,45,0,0,0,0,0,0,
Ding,Congyu,Elektromobilität,,,5,,5448142,3fdbb54e2bdd8480287fc8529c4c754b,23,18,10,20,0,0,0,0,0,0,0,
Du,Haoyu,Elektrotechnik,,B.A.,6,,5386615,7233c47252c0c87a374d99ce0976644c,31,18,17,20,0,0,0,0,0,0,0,
Elsner,Antonia Lilli,Medienwissenschaften,English Studies,B.A.,3,79723,5536717,3dc93e90a5fffc4a8870cf8d2c59591d,18,12,23,28,0,0,0,0,0,0,0,
Fitzner,Lillian,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79831,5534049,895d019a8ada1744ade79ec0f61f3c1c,27.5,16,21,34,0,0,0,0,0,0,0,
Elsner,Antonia Lilli,Medienwissenschaften,English Studies,B.A.,3,79723,5536717,3dc93e90a5fffc4a8870cf8d2c59591d,18,12,23,28,43,0,0,0,0,0,0,
Fitzner,Lillian,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79831,5534049,895d019a8ada1744ade79ec0f61f3c1c,27.5,16,21,34,41,0,0,0,0,0,0,
Funke,Nicole,Medienwissenschaften,English Studies,B.A.,3,79726,5537178,158abd68eff3Af7998afa75b08bc9a65,30,18,22,41.5,45,0,0,0,0,0,0,
Gebel,Julia,,,,,,,8d0e1c984aa7481fe1ce44e3480fd081,31,18,26,41,0,0,0,0,0,0,0,
Geworsky,Alexandra,,,,,,,397339b72e2a237b7a210d2f4baaef68,23,16,18,30,0,0,0,0,0,0,0,
Gebel,Julia,,,,,,,8d0e1c984aa7481fe1ce44e3480fd081,31,18,26,41,46,0,0,0,0,0,0,
Geworsky,Alexandra,,,,,,,397339b72e2a237b7a210d2f4baaef68,23,16,18,30,37,0,0,0,0,0,0,
Giese,Zoe,Medienwissenschaften,English Studies,B.A.,3,79762,5539156,002e83be0271ebf504f4f58b45be4b56,31,18,23,32.5,45,0,0,0,0,0,0,
Hansen,Jule,Medienwissenschaften,English Studies,B.A.,3,79727,5536791,bba69c41ee850ded5ea71157efe5d288,30,15,23,38,0,0,0,0,0,0,0,
Hartkopp,Annelie,Medienwissenschaften,English Studies,B.A.,3,79763,4962494,d7e25782d71197d29f2d87b7be6803c8,22,18,23,34,0,0,0,0,0,0,0,
Hesse,Hermine,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79764,5533282,59a324b9f6417f8407ec39138cfa5810,27,12,22,18,0,0,0,0,0,0,0,
Hansen,Jule,Medienwissenschaften,English Studies,B.A.,3,79727,5536791,bba69c41ee850ded5ea71157efe5d288,30,15,23,38,42,0,0,0,0,0,0,
Hartkopp,Annelie,Medienwissenschaften,English Studies,B.A.,3,79763,4962494,d7e25782d71197d29f2d87b7be6803c8,22,18,23,34,22,0,0,0,0,0,0,
Hesse,Hermine,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79764,5533282,59a324b9f6417f8407ec39138cfa5810,27,12,22,18,25,0,0,0,0,0,0,
Jordan,Mirja,Medienwissenschaften,English Studies,B.A.,3,79837,5536452,f9dcf7bc0e7adb10e59406f5ff7ffa66,21,14,19,30,33,0,0,0,0,0,0,
Kitzinger,Julianne,Medienwissenschaften,Germanistik,B.A.,3,79844,5536522,46791f2ba3fcb9a7eee82616cf23ba1a,23,16,23,29,0,0,0,0,0,0,0,
Liu,Wenyu,Elektromobilität,,B.A.,5,,5452211,3a69ddb89d6bdab557065d8fc681876f,17,18,22,30.5,0,0,0,0,0,0,0,
Lock,Daniel,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79832,5535020,222ebe3af7287479011e87e114b801cc,25.5,14,23,24,0,0,0,0,0,0,0,
Matschulla,Tim,Medienwissenschaften,Germanistik,B.A.,5,78633,5415658,592dab7a9613cd61985725b3af4a0ddc,21.5,16,18,31,20,0,0,0,0,0,0,
Milbrandt,Franka,,,,,,,717c2ded5848282e7e46e447723c65c5,30,18,20,43,0,0,0,0,0,0,0,
Pape,Julius Tim,Medienwissenschaften,Kunstwissenschaften,B.A.,1,78743,5416655,f1690803cdd9793b3e1b76d7aeba611a,20,1,0,0,0,0,0,0,0,0,0,
Plöger,Linda,,,,,,,890fae02f2999a1d407ccafdc822e666,31,18,25,31,0,0,0,0,0,0,0,
Reis,Adrian,Medienwissenschaften,Visuelle Kommunikation,B.A.,3,79840,5539135,13b364417d638cd95b115e40b3d07ce8,27,14,0,17,0,0,0,0,0,0,0,
Kitzinger,Julianne,Medienwissenschaften,Germanistik,B.A.,3,79844,5536522,46791f2ba3fcb9a7eee82616cf23ba1a,23,16,23,29,45,0,0,0,0,0,0,
Liu,Wenyu,Elektromobilität,,B.A.,5,,5452211,3a69ddb89d6bdab557065d8fc681876f,17,18,22,30.5,44,0,0,0,0,0,0,
Lock,Daniel,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79832,5535020,222ebe3af7287479011e87e114b801cc,25.5,14,23,24,44,0,0,0,0,0,0,
Matschulla,Tim,Medienwissenschaften,Germanistik,B.A.,5,78633,5415658,592dab7a9613cd61985725b3af4a0ddc,21.5,16,18,31,31,0,0,0,0,0,0,
Milbrandt,Franka,,,,,,,717c2ded5848282e7e46e447723c65c5,30,18,20,43,45,0,0,0,0,0,0,
Plöger,Linda,,,,,,,890fae02f2999a1d407ccafdc822e666,31,18,25,31,30,0,0,0,0,0,0,
Reis,Adrian,Medienwissenschaften,Visuelle Kommunikation,B.A.,3,79840,5539135,13b364417d638cd95b115e40b3d07ce8,27,14,19.5,17,36,0,0,0,0,0,0,
Rörig,Annemike,Medienwissenschaften,Germanistik,B.A.,3,79834,5534247,e4f786874461a353d1a9160e12e90d41,18,17,21,40,24,0,0,0,0,0,0,
Sato,Kenji,Medienwissenschaften,English Studies,B.A.,1,80811,5635355,7f79b060fd89efbde4d8c800f03ccc43,25,17.5,23,39,44,0,0,0,0,0,0,
Scheler,Helene,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79794,5540057,03a954bc9e3c15a8dc79b2683de6cfd8,27,18,9,28,0,0,0,0,0,0,0,
Schmitz,Fiona,Medienwissenschaften,English Studies,B.A.,3,79836,5545416,ed28f139682510181f2c98097162cd4d,30,16,19,38,0,0,0,0,0,0,0,
Schmitz,Marie-Christine,,,,,,,6346e0b96e57f2fb5639874e6aa767a7,29,17,25,33,0,0,0,0,0,0,0,
Seeger,Jenna,Medienwissenschaften,English Studies,B.A.,3,79931,5369131,1e364e36db3677e6c04a76b854c74b9b,24,16,21,32.5,0,0,0,0,0,0,0,
Siever,Jette,Medienwissenschaften,English Studies,B.A.,3,79841,5536577,45c13e9435f2d9f531ce9a474f53d22d,27.5,18,23,33,0,0,0,0,0,0,0,
Sinkemat,Josefine,Medienwissenschaften,English Studies,B.A.,5,78685,5313220,2fb883da49cc29a2b004ddb4c7bc411a,27,15,22,37,0,0,0,0,0,0,0,
Stark,Agatha,Medienwissenschaften,Visuelle Kommunikation,B.A.,3,79803,5543511,83dc6d8430fd921bf1f4f0e6df7bad72,15,18,12,22,0,0,0,0,0,0,0,
Sun,Ye,,,,6,,5384413,1852edad2f899b55e9c8680492682acb,31,18,20,40,0,0,0,0,0,0,0,
Temouri,Arian,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79843,5531981,6c7a48ff6f8320356fdd6f12c4e6c278,22,16,21,27.5,0,0,0,0,0,0,0,
Scheler,Helene,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79794,5540057,03a954bc9e3c15a8dc79b2683de6cfd8,27,18,9,28,11,0,0,0,0,0,0,
Schmitz,Fiona,Medienwissenschaften,English Studies,B.A.,3,79836,5545416,ed28f139682510181f2c98097162cd4d,30,16,19,38,43,0,0,0,0,0,0,
Schmitz,Marie-Christine,,,,,,,6346e0b96e57f2fb5639874e6aa767a7,29,17,25,33,21,0,0,0,0,0,0,
Seeger,Jenna,Medienwissenschaften,English Studies,B.A.,3,79931,5369131,1e364e36db3677e6c04a76b854c74b9b,24,16,21,32.5,44,0,0,0,0,0,0,
Siever,Jette,Medienwissenschaften,English Studies,B.A.,3,79841,5536577,45c13e9435f2d9f531ce9a474f53d22d,27.5,18,23,33,45,0,0,0,0,0,0,
Sinkemat,Josefine,Medienwissenschaften,English Studies,B.A.,5,78685,5313220,2fb883da49cc29a2b004ddb4c7bc411a,27,15,22,37,27,0,0,0,0,0,0,
Stark,Agatha,Medienwissenschaften,Visuelle Kommunikation,B.A.,3,79803,5543511,83dc6d8430fd921bf1f4f0e6df7bad72,15,18,12,22,38,0,0,0,0,0,0,
Sun,Ye,,,,6,,5384413,1852edad2f899b55e9c8680492682acb,31,18,20,40,45,0,0,0,0,0,0,
Temouri,Arian,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79843,5531981,6c7a48ff6f8320356fdd6f12c4e6c278,22,16,21,27.5,42,0,0,0,0,0,0,
Trey,Alexander,,,,,,,8e3eb0f93bd1058db1eb38f1fc10d55c,30,18,25,42,43,0,0,0,0,0,0,
Weber,Denis,,,,,,,61b3a94e4c79c9db1c0edeb011c07f60,31,16,22.5,27.5,0,0,0,0,0,0,0,
Winkler,Elina,Medienwissenschaften,Germanistik,B.A.,3,79835,5537769,0491080f2bc88f0a0a3efc6e2b59de08,25,17,21,35,0,0,0,0,0,0,0,
Weber,Denis,,,,,,,61b3a94e4c79c9db1c0edeb011c07f60,31,16,22.5,27.5,26,0,0,0,0,0,0,
Winkler,Elina,Medienwissenschaften,Germanistik,B.A.,3,79835,5537769,0491080f2bc88f0a0a3efc6e2b59de08,25,17,21,35,38,0,0,0,0,0,0,
Zirkel,Fabian,Medienwissenschaften,Germanistik,B.A.,3,79722,5538430,e850a3fc85780779ce120bd3f8da8379,28,18,25,42,42,0,0,0,0,0,0,
1 Nachname Vorname Hauptfach Nebenfach Abschluss Semester HBK Mat-Nr. TU Mat-Nr. Jupyter ID 1. Tutorial (31) 2. Tutorial (17) 3. Extended Applications (26) 4. NumPy & MatPlotLib (45) 5. SciPy (45) 6. Monte Carlo Simulation (40) 7. Pandas 8. Statistical Test Methods 9. Data Analysis 1 10. Folium 11. Data Analysis 2 Bestanden?
2 Arshad Dania Medienwissenschaften English Studies B.A. 3 79842 5537743 de3954e1b873bd08905abd86f101e665 7 9 19 17.5 0 23 0 0 0 0 0 0
3 Beu Jamie Medienwissenschaften Kunstwissenschaften B.A. 3 79721 5534234 ef2b8977b9b4b8f3c080fccb150ca4a2 25 16 21 31 42 0 0 0 0 0 0
4 Biermann Michael Chemie M.Sc. 11 5600913 820835991a0207b4ea61c8310ef41cf1 31 18 19 39.5 0 45 0 0 0 0 0 0
5 Ding Congyu Elektromobilität 5 5448142 3fdbb54e2bdd8480287fc8529c4c754b 23 18 10 20 0 0 0 0 0 0 0
6 Du Haoyu Elektrotechnik B.A. 6 5386615 7233c47252c0c87a374d99ce0976644c 31 18 17 20 0 0 0 0 0 0 0
7 Elsner Antonia Lilli Medienwissenschaften English Studies B.A. 3 79723 5536717 3dc93e90a5fffc4a8870cf8d2c59591d 18 12 23 28 0 43 0 0 0 0 0 0
8 Fitzner Lillian Medienwissenschaften Kunstwissenschaften B.A. 3 79831 5534049 895d019a8ada1744ade79ec0f61f3c1c 27.5 16 21 34 0 41 0 0 0 0 0 0
9 Funke Nicole Medienwissenschaften English Studies B.A. 3 79726 5537178 158abd68eff3Af7998afa75b08bc9a65 30 18 22 41.5 45 0 0 0 0 0 0
10 Gebel Julia 8d0e1c984aa7481fe1ce44e3480fd081 31 18 26 41 0 46 0 0 0 0 0 0
11 Geworsky Alexandra 397339b72e2a237b7a210d2f4baaef68 23 16 18 30 0 37 0 0 0 0 0 0
12 Giese Zoe Medienwissenschaften English Studies B.A. 3 79762 5539156 002e83be0271ebf504f4f58b45be4b56 31 18 23 32.5 45 0 0 0 0 0 0
13 Hansen Jule Medienwissenschaften English Studies B.A. 3 79727 5536791 bba69c41ee850ded5ea71157efe5d288 30 15 23 38 0 42 0 0 0 0 0 0
14 Hartkopp Annelie Medienwissenschaften English Studies B.A. 3 79763 4962494 d7e25782d71197d29f2d87b7be6803c8 22 18 23 34 0 22 0 0 0 0 0 0
15 Hesse Hermine Medienwissenschaften Kunstwissenschaften B.A. 3 79764 5533282 59a324b9f6417f8407ec39138cfa5810 27 12 22 18 0 25 0 0 0 0 0 0
16 Jordan Mirja Medienwissenschaften English Studies B.A. 3 79837 5536452 f9dcf7bc0e7adb10e59406f5ff7ffa66 21 14 19 30 33 0 0 0 0 0 0
17 Kitzinger Julianne Medienwissenschaften Germanistik B.A. 3 79844 5536522 46791f2ba3fcb9a7eee82616cf23ba1a 23 16 23 29 0 45 0 0 0 0 0 0
18 Liu Wenyu Elektromobilität B.A. 5 5452211 3a69ddb89d6bdab557065d8fc681876f 17 18 22 30.5 0 44 0 0 0 0 0 0
19 Lock Daniel Medienwissenschaften Kunstwissenschaften B.A. 3 79832 5535020 222ebe3af7287479011e87e114b801cc 25.5 14 23 24 0 44 0 0 0 0 0 0
20 Matschulla Tim Medienwissenschaften Germanistik B.A. 5 78633 5415658 592dab7a9613cd61985725b3af4a0ddc 21.5 16 18 31 20 31 0 0 0 0 0 0
21 Milbrandt Franka 717c2ded5848282e7e46e447723c65c5 30 18 20 43 0 45 0 0 0 0 0 0
22 Pape Plöger Julius Tim Linda Medienwissenschaften Kunstwissenschaften B.A. 1 78743 5416655 f1690803cdd9793b3e1b76d7aeba611a 890fae02f2999a1d407ccafdc822e666 20 31 1 18 0 25 0 31 0 30 0 0 0 0 0 0
23 Plöger Reis Linda Adrian Medienwissenschaften Visuelle Kommunikation B.A. 3 79840 5539135 890fae02f2999a1d407ccafdc822e666 13b364417d638cd95b115e40b3d07ce8 31 27 18 14 25 19.5 31 17 0 36 0 0 0 0 0 0
Reis Adrian Medienwissenschaften Visuelle Kommunikation B.A. 3 79840 5539135 13b364417d638cd95b115e40b3d07ce8 27 14 0 17 0 0 0 0 0 0 0
24 Rörig Annemike Medienwissenschaften Germanistik B.A. 3 79834 5534247 e4f786874461a353d1a9160e12e90d41 18 17 21 40 24 0 0 0 0 0 0
25 Sato Kenji Medienwissenschaften English Studies B.A. 1 80811 5635355 7f79b060fd89efbde4d8c800f03ccc43 25 17.5 23 39 44 0 0 0 0 0 0
26 Scheler Helene Medienwissenschaften Kunstwissenschaften B.A. 3 79794 5540057 03a954bc9e3c15a8dc79b2683de6cfd8 27 18 9 28 0 11 0 0 0 0 0 0
27 Schmitz Fiona Medienwissenschaften English Studies B.A. 3 79836 5545416 ed28f139682510181f2c98097162cd4d 30 16 19 38 0 43 0 0 0 0 0 0
28 Schmitz Marie-Christine 6346e0b96e57f2fb5639874e6aa767a7 29 17 25 33 0 21 0 0 0 0 0 0
29 Seeger Jenna Medienwissenschaften English Studies B.A. 3 79931 5369131 1e364e36db3677e6c04a76b854c74b9b 24 16 21 32.5 0 44 0 0 0 0 0 0
30 Siever Jette Medienwissenschaften English Studies B.A. 3 79841 5536577 45c13e9435f2d9f531ce9a474f53d22d 27.5 18 23 33 0 45 0 0 0 0 0 0
31 Sinkemat Josefine Medienwissenschaften English Studies B.A. 5 78685 5313220 2fb883da49cc29a2b004ddb4c7bc411a 27 15 22 37 0 27 0 0 0 0 0 0
32 Stark Agatha Medienwissenschaften Visuelle Kommunikation B.A. 3 79803 5543511 83dc6d8430fd921bf1f4f0e6df7bad72 15 18 12 22 0 38 0 0 0 0 0 0
33 Sun Ye 6 5384413 1852edad2f899b55e9c8680492682acb 31 18 20 40 0 45 0 0 0 0 0 0
34 Temouri Arian Medienwissenschaften Kunstwissenschaften B.A. 3 79843 5531981 6c7a48ff6f8320356fdd6f12c4e6c278 22 16 21 27.5 0 42 0 0 0 0 0 0
35 Trey Alexander 8e3eb0f93bd1058db1eb38f1fc10d55c 30 18 25 42 43 0 0 0 0 0 0
36 Weber Denis 61b3a94e4c79c9db1c0edeb011c07f60 31 16 22.5 27.5 0 26 0 0 0 0 0 0
37 Winkler Elina Medienwissenschaften Germanistik B.A. 3 79835 5537769 0491080f2bc88f0a0a3efc6e2b59de08 25 17 21 35 0 38 0 0 0 0 0 0
38 Zirkel Fabian Medienwissenschaften Germanistik B.A. 3 79722 5538430 e850a3fc85780779ce120bd3f8da8379 28 18 25 42 42 0 0 0 0 0 0