Analysis of schools performances and factors influencing them

Project Intro/Objective

Comparison of academic performances between high schools and the identification of critical factors causing the performance difference.

Methods Used

• Data Visualization
• Regression Model
• Inferential Statistics

Technologies

• Python
• Matplotlib
• Pandas
• Jupyter Notebook

Project Description

In this in-depth analysis of students' academic performance in a school district, all schools' average academic performances are compared based on reading and mathematics scores with the use of data visualization. Furthermore, regression analysis is implemented to determine factors that led to the performance difference between high schools.

Contact

Feel free to contact team leads with any questions or if you are interested in contributing! #Stephen Zhang