AN 2023 SMA

These are samples of the literacy and numeracy tests from the Asesmen Nasional 2023 SMA dataset in Indonesia. This dataset supports the research article titled: "Exploring Student Success in Indonesia’s National Assessment: Insights From Positive Deviance and Supervised Learning". Steps to reproduce:1) Download the 2023 Asesmen Nasional for SMA dataset from https://data.kemendikdasmen.go.id/dataset/p/asesmen-nasional/rapor-publik-an-2023-peserta-didik-sma. 2) Filter SMA school type only.3) Transform the LIT and NUM scores into labels where Good (>= 70) and Poor (< 70).4) Remove other columns except the ones listed in the an-2023-sma-codebook.xlsx file.5) Remove row with missing values and duplicates.6) Use Rapidminer to downsample to the same amount of rows of Good label.