Initial

assets/Student_list.csv

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+First Name,Last Name,Sex,Group,Grader,Tutorial 1,Tutorial 2,Extended Applications,Numpy & MatPlotLib,SciPy,Monte Carlo,Pandas & Seaborn,Folium,Statistical Test Methods,Data Analysis
+Abdalaziz,Abunjaila,Male,DiKum,30%,30.5,15,18,28,17,17,17,22,0,18
+Marleen,Adolphi,Female,MeWi6,30%,29.5,15,18,32,19,20,17,24,23,0
+Sarina,Apel,Female,MeWi1,30%,28.5,15,18,32,20,20,21,24,20,23
+Skofiare,Berisha,Female,DiKum,30%,29.5,13,18,34,20,17,20,26,16,0
+Aurela,Brahimi,Female,MeWi2,30%,17.5,15,15.5,26,16,17,19,16,0,0
+Cam Thu,Do,Female,MeWi3,30%,31,15,18,34,19,20,21.5,22,12,0
+Nova,Eib,Female,MeWi4,30%,31,15,15,34,20,20,21,27,19,21
+Lena,Fricke,Female,MeWi4,30%,0,0,0,0,0,0,0,0,0,0
+Nele,Grundke,Female,MeWi6,30%,23.5,13,16,28,20,17,21,18,22,11
+Anna,Grünewald,Female,MeWi3,30%,12,14,16,29,16,15,19,9,0,0
+Yannik,Haupt,Male,NoGroup,30%,18,6,14,21,13,2,9,0,0,0
+Janna,Heiny,Female,MeWi1,30%,30,15,18,33,18,20,22,25,24,30
+Milena,Krieger,Female,MeWi1,30%,30,15,18,33,20,20,21.5,26,20,22
+Julia,Limbach,Female,MeWi6,30%,27.5,12,18,29,11,19,17.5,26,24,28
+Viktoria,Litza,Female,MeWi5,30%,21.5,15,18,27,13,20,22,21,21,30
+Leonie,Manthey,Female,MeWi1,30%,28.5,14,18,29,20,10,18,23,16,28
+Izabel,Mike,Female,MeWi2,30%,29.5,15,15,35,11,15,19,21,21,27
+Lea,Noglik,Female,MeWi5,30%,22.5,15,17,34,13,10,20,21,19,6
+Donika,Nuhiu,Female,MeWi5,30%,31,13.5,18,35,14,10,17,18,19,8
+Julia,Renner,Female,MeWi4,30%,27.5,10,14,32,20,17,11,20,24,14
+Fabian,Rothberger,Male,MeWi3,30%,30.5,15,18,34,17,17,19,22,18,30
+Natascha,Rott,Female,MeWi1,30%,29.5,12,18,32,19,20,21,26,23,26
+Isabel,Rudolf,Female,MeWi4,30%,27.5,9,17,34,16,19,19,21,16,14
+Melina,Sablotny,Female,MeWi6,30%,31,15,18,33,20,20,21,19,11,28
+Alea,Schleier,Female,DiKum,30%,27,14,18,34,16,18,21.5,22,15,22
+Flemming,Schur,Male,MeWi3,30%,29.5,15,17,34,19,20,19,22,18,27
+Marie,Seeger,Female,DiKum,30%,27.5,15,18,32,14,9,17,22,9,25
+Lucy,Thiele,Female,MeWi6,30%,27.5,15,18,27,20,17,19,18,22,25
+Lara,Troschke,Female,MeWi2,30%,28.5,14,17,28,13,19,21,25,12,24
+Inga-Brit,Turschner,Female,MeWi2,30%,25.5,14,18,34,20,16,19,22,17,30
+Alea,Unger,Female,MeWi5,30%,30,12,18,31,20,20,21,22,15,21.5
+Marie,Wallbaum,Female,MeWi5,30%,28.5,14,18,34,17,20,19,24,12,22
+Katharina,Walz,Female,MeWi4,30%,31,15,18,31,19,19,17,24,17,14.5
+Xiaowei,Wang,Male,NoGroup,30%,30.5,14,18,26,19,17,0,0,0,0
+Lilly-Lu,Warnken,Female,DiKum,30%,30,15,18,30,14,17,19,14,16,24

assets/convert.py

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+import pandas as pd
+import pprint
+import sys 
+sys.path.append('../learnlytics/')
+from dbmodel import *
+
+df = pd.read_csv("Student_list.csv")
+df = df.dropna()
+courses = {
+        'Tutorial 1': 31,
+        'Tutorial 2': 15,
+        'Extended Applications': 18,
+        'Numpy & MatPlotLib': 35,
+        'SciPy': 20,
+        'Monte Carlo': 20,
+        'Pandas & Seaborn': 22,
+        'Folium': 27,
+        'Statistical Test Methods': 24,
+        'Data Analysis': 30
+    }
+
+groups = {
+    "NoGroup": "No Project",
+    "MeWi1": "Covid-19",
+    "MeWi2": "Covid-19",
+    "MeWi3": "Discovery of Handwashing",
+    "MeWi4": "Uber Trips",
+    "MeWi5": "Extramarital Affairs",
+    "MeWi6": "Hochschulstatistik",
+    "DiKum": "Facebook Data"
+}
+
+print(df)
+init_db('WiSe_24_25.db')
+
+
+# Create Class
+clas = Class.create(name='WiSe 24/25')
+#print(clas.id)
+
+# Create Courses
+for k, v in courses.items():
+    Lecture.create(title=k, points=v, class_id=clas.id)
+    #print(l.title, l.points, l.class_id, l.id)
+
+for k, v in groups.items():
+    Group.create(name=k, project=v, has_passed=True, class_id=clas.id)
+
+for index, row in df.iterrows():
+    s = Student.create(
+        prename=row["First Name"],
+        surname=row["Last Name"],
+        sex=row["Sex"],
+        class_id=clas.id,
+        group_id=Group.select().where(Group.name == row["Group"]),
+        grader=row["Grader"],
+    )
+    
+    for title, points in list(row.to_dict().items())[5:]:
+        Submission.create(
+            student_id=s.id,
+            lecture_id=Lecture.select().where(Lecture.title == title),
+            class_id=clas.id,
+            points=points
+        )
+ 
+