Data Name | Why is Data Suitable | Processing conducted |
Mean english score for each school as a proxy for academic performance | Need to narrow dataset to 2015 only | |
An unsafe school might be more disruptive for learning | Need to narrow dataset to 2015 only | |
Smaller class size has been shown to result in better quality learning by various studies | Need to combine this dataset with the rest of the data using school names | |
Schools in this list have access to funds to use newer softwares for teaching | This data is likely to be converted to a dummy variable for regression | |
When students are absent from school, they are not likely to be able to learn more. | Need to narrow dataset to 2015 only and need to combine dataset to a yearly average instead of monthly | |
Schools with such literacy programs might improve english test scores | This data is likely to be converted to a dummy variable for regression | |
Schools with more funding might be able to provide a better quality education | Funding is location based not school based, thus need to convert it to the latter | |
Provide geospatial coordinates to plot all the schools and the factors | Need to merge all cleaned factors to this dataset |