Exploratory Data Analysis on RSNA Pneumonia Dataset

The dataset consists of CSV labelled data and chest radiograph (CXR) images. The CSV has patient id’s with XY coordinates of center of bounding box along with height and width of box. The CSV file also contain class label/target variable whether the patient has pneumonia or not.


• RSNA — CXR Dataset contains 30227 X-ray images in DICOM format.

• There are three classes with 31.61% lung opacity, 39.11% -no lung opacity, 29.28% normal images.