Chest X-ray Pneumonia is a dataset of numerical features extracted from chest X-ray images. This dataset supports statistical analysis and classical machine learning by transforming each image into structured numerical features, including global intensity statistics, texture descriptors (GLCM), frequency domain features (FFT), edge-based metrics, and local binary pattern (LBP) features.