BigDataAnalysis-Spark

Analysis of Students performance using Apache Spark Framework

Preview of the dataset

Filters

• BestPerformanceStudents - Students with >95 in each subject
• AllStudentsfilter

Analysis performed on the dataset

• Calculating the percentage of all entries in each column
• Gender and Ethnicity percent of best performance students
• Impact of Parents Education level on Students
• Ethnic group with highly educated parents
• Overall percentage of the best performance students in the test
• Overall statistics of the Data
• Performance of each Ethnic group
• Analysis on gender count based on Lunch type
• Analysis on performance based on Exam preparation course
• Analysis on performance based on Exam preparation course
• Analysis on average scores based on gender