vault backup: 2026-01-27 15:17:32
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@@ -10,7 +10,7 @@ Fehlende Daten:
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- a22ad77be0d478b5fe34d1167d4dbb3a
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- a96f7c881d27b739c38b81da2058a2fb
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- c6679ce22dfd5646f81d40a8dbb0236b
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Beispiele:
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>[!danger]
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@@ -56,40 +56,25 @@ Ideen:
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```python
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# Plot
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fig, ax = plt.subplots(figsize=(8,5))
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ax.set_title(
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"Verteiltung Durchschn. Bruttomonatsverdienste ohne Sonderz. (nach Geschlecht)"
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)
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sb.kdeplot(
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female, label="Weiblich",
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color="#fe640b", fill=True,
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alpha=0.5, ax=ax
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)
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sb.kdeplot(
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male, label="Männlich",
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color="#40a02b", fill=True,
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alpha=0.5, ax=ax
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)
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ax.legend()
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# Binäre Variable: Vegan = 1, Nicht-Vegan = 0
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df['ist_vegan'] = (df['Ernährung'] == 'Vegan').astype(int)
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text = f'''t‑stat: {t_stat:.2f}
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p‑value: {p_value:.3f}
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Pay Gap: {unbereinigter_gpg:.2f}%
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Abs. Diff: {bruttoeinkommen_diff:.2f}€'''
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# Filter: mindestens 2 Instagram-Accounts UND mindestens einer privat
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h2_data = df[
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(df['Instagram_Anzahl'] >= 2) & (df['Instagram_Privat'] == 'Ja')
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]
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ax.text(0.95, 0.75, text,
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transform=ax.transAxes,
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fontsize=10,
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verticalalignment='top',
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horizontalalignment='right',
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bbox=dict(
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facecolor='white',
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edgecolor='black',
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pad=5, alpha=0.8
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)
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)
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plt.show()
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# Gruppen
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vegan_mit = h2_data['ist_vegan']
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vegan_ohne = df[
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(df['Instagram_Anzahl'] < 2) | (df['Instagram_Privat'] != 'Ja')
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]['ist_vegan']
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# Independent t-test
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t_stat, p_value = ttest_ind(vegan_mit, vegan_ohne)
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vegan_pct_mit = vegan_mit.mean() * 100
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vegan_pct_ohne = vegan_ohne.mean() * 100
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```
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@@ -98,5 +83,11 @@ $$\text{Birth Rate} = \frac{B}{P} * 1000$$
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# Projekte
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- [Social Media Addiction](https://www.kaggle.com/datasets/adilshamim8/social-media-addiction-vs-relationships)
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- [Movies & Shows](https://www.kaggle.com/datasets/shivamb/amazon-prime-movies-and-tv-shows)
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- 8
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Annemike Rörig anschreiben
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84
Documents/Arbeit/IFN/Programmieren WiSe 25 26/Projekte.md
Normal file
84
Documents/Arbeit/IFN/Programmieren WiSe 25 26/Projekte.md
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@@ -0,0 +1,84 @@
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---
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title: Projekte - Note
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short_desc:
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tags:
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- Note
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- Vorlesung
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- Uni
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- Work
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timestamp: 27.01.2026 - 14:56
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path:
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public: true
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update: true
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editor: markdown
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uuid: "1769522178188"
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---
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# Projekte
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Termine sind am 5 & 6 März 2026 von 10-12h im Raum SN 22.2.
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Pro Gruppe (5 Personen) ist ein Projekt zum bearbeiten ab dem 06.02.2025 vergeben.
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Wenn nicht anders abgesprochen, wird das vollständige Projekt bearbeitet und aus den Ergebnissen eine Präsentation erstellt.
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Die Präsentationen sind bis zum 04.03.2026 in StudIP (Vorlesungstab) im Ordner "Präsentationen" hochzuladen.
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Jedes Mitglied der Gruppe soll mindestens einen wesentlichen Teil der Präsentation übernehmen. Darüber hinaus ist darauf zu achten, dass kein unnötiger Code erläutert wird, wie etwa der Code zur Erstellung eines Plots. Stattdessen soll der Fokus auf der Erklärung des Plots sowie dessen inhaltlicher Aussage liegen.
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Die Aufgabenbereiche sollen klar voneinander abgegrenzt sein; dabei ist darzulegen, wie die jeweiligen Aufgaben verstanden und bearbeitet wurden. Gleiches gilt für die Darstellung der Ergebnisse.
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Zudem ist der Aufbau der bereitgestellten Daten zu Beginn der Präsentation zu erläutern.
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|
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## Gruppen & Termine
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|
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### 05.05.2026
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Gruppe 2:
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-
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Gruppe 3:
|
||||
- Julianna Kitzinger
|
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- Annemike Rörig
|
||||
- Arian Temouri
|
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- Elina Winkler
|
||||
- Fabian Zirkel
|
||||
|
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Gruppe 5:
|
||||
- Jamie Beu
|
||||
- Hermine Hesse
|
||||
- Franke Milbrandt
|
||||
- Helene Scheler
|
||||
- Jenna Segger
|
||||
|
||||
Gruppe 8:
|
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- Lillian Fitzner
|
||||
- Zoe Giese
|
||||
- Jule Hansen
|
||||
|
||||
### 06.05.2026
|
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Gruppe 1:
|
||||
- Congyu Ding
|
||||
- Annelie Hartkopp
|
||||
- Helen Looney
|
||||
- Adrian Reis
|
||||
- Kenji Sato
|
||||
|
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Gruppe 4:
|
||||
- Antonia Lilli Elsner
|
||||
- Julia Gebel
|
||||
- Alexandra Geworsky
|
||||
- Mirja Jordan
|
||||
- Daniel Lock
|
||||
|
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Gruppe 6:
|
||||
- Linda Plöger
|
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- Fiona Schmitz
|
||||
- Jette Siever
|
||||
- Denis Weber
|
||||
|
||||
Gruppe 7:
|
||||
- Dania Arshad
|
||||
- Nicole Funke
|
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- Agatha Stark
|
||||
|
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|
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|
||||
|
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---
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@@ -1,38 +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,de3954e1b873bd08905abd86f101e665,7,9,19,17.5,23,14,20,0,0,0,0,
|
||||
Beu,Jamie,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79721,5534234,ef2b8977b9b4b8f3c080fccb150ca4a2,25,16,21,31,42,39,19,0,0,0,0,
|
||||
Biermann,Michael,Chemie,,M.Sc.,11,,5600913,820835991a0207b4ea61c8310ef41cf1,31,18,19,39.5,45,33,25,0,0,0,0,
|
||||
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 (25),8. Statistical Test Methods (28),9. Folium (25),10. Data Analysis 1,11. Data Analysis 2,Bestanden?
|
||||
Arshad,Dania,Medienwissenschaften,English Studies,B.A.,3,79842,5537743,de3954e1b873bd08905abd86f101e665,7,9,19,17.5,23,14,20,4,13,0,0,
|
||||
Beu,Jamie,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79721,5534234,ef2b8977b9b4b8f3c080fccb150ca4a2,25,16,21,31,42,39,19,26,21,0,0,
|
||||
Biermann,Michael,Chemie,,M.Sc.,11,,5600913,820835991a0207b4ea61c8310ef41cf1,31,18,19,39.5,45,33,25,28,20,0,0,
|
||||
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,18,12,23,28,43,40,23,0,0,0,0,
|
||||
Fitzner,Lillian,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79831,5534049,895d019a8ada1744ade79ec0f61f3c1c,27.5,16,21,34,41,40,20,0,0,0,0,
|
||||
Funke,Nicole,Medienwissenschaften,English Studies,B.A.,3,79726,5537178,158abd68eff3Af7998afa75b08bc9a65,30,18,22,41.5,45,40,24,0,0,0,0,
|
||||
Gebel,Julia,,,,,,,8d0e1c984aa7481fe1ce44e3480fd081,31,18,26,41,46,38,25,0,0,0,0,
|
||||
Geworsky,Alexandra,,,,,,,397339b72e2a237b7a210d2f4baaef68,23,16,18,30,37,37,24,0,0,0,0,
|
||||
Giese,Zoe,Medienwissenschaften,English Studies,B.A.,3,79762,5539156,002e83be0271ebf504f4f58b45be4b56,31,18,23,32.5,45,38,24,0,0,0,0,
|
||||
Hansen,Jule,Medienwissenschaften,English Studies,B.A.,3,79727,5536791,bba69c41ee850ded5ea71157efe5d288,30,15,23,38,42,38,24,0,0,0,0,
|
||||
Hartkopp,Annelie,Medienwissenschaften,English Studies,B.A.,3,79763,4962494,d7e25782d71197d29f2d87b7be6803c8,22,18,23,34,22,9,0,0,0,0,0,
|
||||
Hesse,Hermine,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79764,5533282,59a324b9f6417f8407ec39138cfa5810,27,12,22,18,25,36,4,0,0,0,0,
|
||||
Jordan,Mirja,Medienwissenschaften,English Studies,B.A.,3,79837,5536452,f9dcf7bc0e7adb10e59406f5ff7ffa66,21,14,19,30,33,38,25,0,0,0,0,
|
||||
Kitzinger,Julianne,Medienwissenschaften,Germanistik,B.A.,3,79844,5536522,46791f2ba3fcb9a7eee82616cf23ba1a,23,16,23,29,45,38,24,0,0,0,0,
|
||||
Elsner,Antonia Lilli,Medienwissenschaften,English Studies,B.A.,3,79723,5536717,3dc93e90a5fffc4a8870cf8d2c59591d,18,12,23,28,43,40,23,27,20,0,0,
|
||||
Fitzner,Lillian,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79831,5534049,895d019a8ada1744ade79ec0f61f3c1c,27.5,16,21,34,41,40,20,28,21,0,0,
|
||||
Funke,Nicole,Medienwissenschaften,English Studies,B.A.,3,79726,5537178,158abd68eff3Af7998afa75b08bc9a65,30,18,22,41.5,45,40,24,26,21,0,0,
|
||||
Gebel,Julia,,,,,,,8d0e1c984aa7481fe1ce44e3480fd081,31,18,26,41,46,38,25,23,0,0,0,
|
||||
Geworsky,Alexandra,,,,,,,397339b72e2a237b7a210d2f4baaef68,23,16,18,30,37,37,24,26,21,0,0,
|
||||
Giese,Zoe,Medienwissenschaften,English Studies,B.A.,3,79762,5539156,002e83be0271ebf504f4f58b45be4b56,31,18,23,32.5,45,38,24,28,21,0,0,
|
||||
Hansen,Jule,Medienwissenschaften,English Studies,B.A.,3,79727,5536791,bba69c41ee850ded5ea71157efe5d288,30,15,23,38,42,38,24,28,20,0,0,
|
||||
Hartkopp,Annelie,Medienwissenschaften,English Studies,B.A.,3,79763,4962494,d7e25782d71197d29f2d87b7be6803c8,22,18,23,34,22,9,0,28,11,0,0,
|
||||
Hesse,Hermine,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79764,5533282,59a324b9f6417f8407ec39138cfa5810,27,12,22,18,25,36,4,12,21,0,0,
|
||||
Jordan,Mirja,Medienwissenschaften,English Studies,B.A.,3,79837,5536452,f9dcf7bc0e7adb10e59406f5ff7ffa66,21,14,19,30,33,38,25,28,20,0,0,
|
||||
Kitzinger,Julianne,Medienwissenschaften,Germanistik,B.A.,3,79844,5536522,46791f2ba3fcb9a7eee82616cf23ba1a,23,16,23,29,45,38,24,26,19,0,0,
|
||||
Liu,Wenyu,Elektromobilität,,B.A.,5,,5452211,3a69ddb89d6bdab557065d8fc681876f,17,18,22,30.5,44,18,12,0,0,0,0,
|
||||
Lock,Daniel,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79832,5535020,222ebe3af7287479011e87e114b801cc,25.5,14,23,24,44,40,24,0,0,0,0,
|
||||
Matschulla,Tim,Medienwissenschaften,Germanistik,B.A.,5,78633,5415658,592dab7a9613cd61985725b3af4a0ddc,21.5,16,18,31,31,27,21,0,0,0,0,
|
||||
Milbrandt,Franka,,,,,,,717c2ded5848282e7e46e447723c65c5,30,18,20,43,45,39,23,0,0,0,0,
|
||||
Plöger,Linda,,,,,,,890fae02f2999a1d407ccafdc822e666,31,18,25,31,30,38,22,0,0,0,0,
|
||||
Reis,Adrian,Medienwissenschaften,Visuelle Kommunikation,B.A.,3,79840,5539135,13b364417d638cd95b115e40b3d07ce8,27,14,19.5,17,36,40,14,0,0,0,0,
|
||||
Rörig,Annemike,Medienwissenschaften,Germanistik,B.A.,3,79834,5534247,e4f786874461a353d1a9160e12e90d41,18,17,21,40,24,27,16,0,0,0,0,
|
||||
Sato,Kenji,Medienwissenschaften,English Studies,B.A.,1,80811,5635355,7f79b060fd89efbde4d8c800f03ccc43,25,17.5,23,39,44,33,19,0,0,0,0,
|
||||
Scheler,Helene,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79794,5540057,03a954bc9e3c15a8dc79b2683de6cfd8,27,18,9,28,11,33,23,0,0,0,0,
|
||||
Schmitz,Fiona,Medienwissenschaften,English Studies,B.A.,3,79836,5545416,ed28f139682510181f2c98097162cd4d,30,16,19,38,43,27,23,0,0,0,0,
|
||||
Schmitz,Marie-Christine,,,,,,,6346e0b96e57f2fb5639874e6aa767a7,29,17,25,33,21,40,23,0,0,0,0,
|
||||
Seeger,Jenna,Medienwissenschaften,English Studies,B.A.,3,79931,5369131,1e364e36db3677e6c04a76b854c74b9b,24,16,21,32.5,44,40,24,0,0,0,0,
|
||||
Siever,Jette,Medienwissenschaften,English Studies,B.A.,3,79841,5536577,45c13e9435f2d9f531ce9a474f53d22d,27.5,18,23,33,45,38,21,0,0,0,0,
|
||||
Sinkemat,Josefine,Medienwissenschaften,English Studies,B.A.,5,78685,5313220,2fb883da49cc29a2b004ddb4c7bc411a,27,15,22,37,27,39,15,0,0,0,0,
|
||||
Stark,Agatha,Medienwissenschaften,Visuelle Kommunikation,B.A.,3,79803,5543511,83dc6d8430fd921bf1f4f0e6df7bad72,15,18,12,22,38,39,24.5,0,0,0,0,
|
||||
Sun,Ye,,,,6,,5384413,1852edad2f899b55e9c8680492682acb,31,18,20,40,45,35,24,0,0,0,0,
|
||||
Temouri,Arian,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79843,5531981,6c7a48ff6f8320356fdd6f12c4e6c278,22,16,21,27.5,42,39,23.5,0,0,0,0,
|
||||
Trey,Alexander,,,,,,,8e3eb0f93bd1058db1eb38f1fc10d55c,30,18,25,42,43,40,21.5,0,0,0,0,
|
||||
Weber,Denis,,,,,,,61b3a94e4c79c9db1c0edeb011c07f60,31,16,22.5,27.5,26,34,24,0,0,0,0,
|
||||
Winkler,Elina,Medienwissenschaften,Germanistik,B.A.,3,79835,5537769,0491080f2bc88f0a0a3efc6e2b59de08,25,17,21,35,38,40,24,0,0,0,0,
|
||||
Zirkel,Fabian,Medienwissenschaften,Germanistik,B.A.,3,79722,5538430,e850a3fc85780779ce120bd3f8da8379,28,18,25,42,42,40,23,0,0,0,0,
|
||||
Lock,Daniel,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79832,5535020,222ebe3af7287479011e87e114b801cc,25.5,14,23,24,44,40,24,26,15,0,0,
|
||||
Matschulla,Tim,Medienwissenschaften,Germanistik,B.A.,5,78633,5415658,592dab7a9613cd61985725b3af4a0ddc,21.5,16,18,31,31,27,21,26,16,0,0,
|
||||
Milbrandt,Franka,,,,,,,717c2ded5848282e7e46e447723c65c5,30,18,20,43,45,39,23,25,21,0,0,
|
||||
Plöger,Linda,,,,,,,890fae02f2999a1d407ccafdc822e666,31,18,25,31,30,38,22,28,21,0,0,
|
||||
Reis,Adrian,Medienwissenschaften,Visuelle Kommunikation,B.A.,3,79840,5539135,13b364417d638cd95b115e40b3d07ce8,27,14,19.5,17,36,40,14,12,0,0,0,
|
||||
Rörig,Annemike,Medienwissenschaften,Germanistik,B.A.,3,79834,5534247,e4f786874461a353d1a9160e12e90d41,18,17,21,40,24,27,16,12,19,0,0,
|
||||
Sato,Kenji,Medienwissenschaften,English Studies,B.A.,1,80811,5635355,7f79b060fd89efbde4d8c800f03ccc43,25,17.5,23,39,44,33,19,28,21,0,0,
|
||||
Scheler,Helene,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79794,5540057,03a954bc9e3c15a8dc79b2683de6cfd8,27,18,9,28,11,33,23,26,17,0,0,
|
||||
Schmitz,Fiona,Medienwissenschaften,English Studies,B.A.,3,79836,5545416,ed28f139682510181f2c98097162cd4d,30,16,19,38,43,27,23,28,20,0,0,
|
||||
Schmitz,Marie-Christine,,,,,,,6346e0b96e57f2fb5639874e6aa767a7,29,17,25,33,21,40,23,28,20,0,0,
|
||||
Seeger,Jenna,Medienwissenschaften,English Studies,B.A.,3,79931,5369131,1e364e36db3677e6c04a76b854c74b9b,24,16,21,32.5,44,40,24,25,11,0,0,
|
||||
Siever,Jette,Medienwissenschaften,English Studies,B.A.,3,79841,5536577,45c13e9435f2d9f531ce9a474f53d22d,27.5,18,23,33,45,38,21,14,21,0,0,
|
||||
Sinkemat,Josefine,Medienwissenschaften,English Studies,B.A.,5,78685,5313220,2fb883da49cc29a2b004ddb4c7bc411a,27,15,22,37,27,39,15,5,0,0,0,
|
||||
Stark,Agatha,Medienwissenschaften,Visuelle Kommunikation,B.A.,3,79803,5543511,83dc6d8430fd921bf1f4f0e6df7bad72,15,18,12,22,38,39,24.5,12,14,0,0,
|
||||
Sun,Ye,,,,6,,5384413,1852edad2f899b55e9c8680492682acb,31,18,20,40,45,35,24,0,21,0,0,
|
||||
Temouri,Arian,Medienwissenschaften,Kunstwissenschaften,B.A.,3,79843,5531981,6c7a48ff6f8320356fdd6f12c4e6c278,22,16,21,27.5,42,39,23.5,27,21,0,0,
|
||||
Trey,Alexander,,,,,,,8e3eb0f93bd1058db1eb38f1fc10d55c,30,18,25,42,43,40,21.5,19,21,0,0,
|
||||
Weber,Denis,,,,,,,61b3a94e4c79c9db1c0edeb011c07f60,31,16,22.5,27.5,26,34,24,28,21,0,0,
|
||||
Winkler,Elina,Medienwissenschaften,Germanistik,B.A.,3,79835,5537769,0491080f2bc88f0a0a3efc6e2b59de08,25,17,21,35,38,40,24,27,16,0,0,
|
||||
Zirkel,Fabian,Medienwissenschaften,Germanistik,B.A.,3,79722,5538430,e850a3fc85780779ce120bd3f8da8379,28,18,25,42,42,40,23,27,20,0,0,
|
||||
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