Data Cleaning and Quality Assurance Of The National Education Collaboration Trust (NECT) Provincialisation And Universalisation Learner Workbook Data And Teaching Maths For Understanding (TMU) Learner Assessments Data

CESAR conducted data cleaning and analysis of the NECT learner workbooks and the TMU learner assessments. The data obtained was part of a national academic programme for first to third grade learners and required efficient and stringent data management and quality assurance mechanisms, as well as demonstrated skill in statistical analysis.