Educational philanthropy has emerged as an essential force for societal change in the 21st century. Strategic investments in learning opportunities are reshaping communities worldwide. The impact of thoughtful giving far extends beyond direct beneficiaries. The evaluation and analysis of charitable effect in education requires advanced approaches