Schools which teach class 6 – 8 in Urban Uttar Pradesh were considered
Based on the analysis, the following are deduced:
| Lower Dropouts | Higher Dropouts |
| Higher percentage of Private Schools | Higher percentage of Minority Schools |
| Hindi as medium of instruction | Urdu as medium on instruction |
| Good Classrooms | Teachers who are not graduates |
In some of these factors, the heatmaps of dropout and factors are very similar, in some the visual difference in not striking, hence we have also included a scatter plot which displays the effects of the factor
