DE
Dev228-afk/Student-Performance-Analysis
Detailed Analysis of Features that affects Student Performance
Student-Performance-Analysis
This Repository is about Data Analysis of Students' Performance on Acadamics considering various parameters that affects their studies.
Note: For Detailed Data Description and to run Notebook Please click following link:
- Link of Dataset: (https://www.kaggle.com/datasets/devansodariya/student-performance-data)
- Link of Notebook: (https://www.kaggle.com/code/devansodariya/student-performance-analytics)
This Repo contain detailed analysis ansewring crucial question like,
- correlations between various features and grades
- which features have a significant impact on grades
- How family relation affects in student's grades
- Affection of Parants' education on studies of student, etc.
Some of Questions and Results of it are as follows:
Que-1: Calculate PPS(Predictive Power Score) for Feature Engineering
Que-2: Figure out how family relation(famrel) and parents cohabitation(Pstatus) affect grades of students.
Que-3: Figure out which features in the data are skewed, and propose a way to remove skew from all such columns.
