An Exploratory Data Analysis of Breast Cancer Features in South of Libya

Exploratory data analysis is a visualization approach used to extract knowledge from raw data. This can be applied medical improve healthcare providers services. In recent years, breast cancer has become more common in women and requires effective procedures detect it the early stage. this context, patients' were collected Sebha oncology center through their routine blood tests. The exploratory technique study better analyze markers. aims discover prominent bio tumor markers that assist determining whether benign or malignant. Several statistical visualizations methods are used. results show most may as predictors are: Cancer Antigen-15.3, Carcinoma Embryonic Antigen, White Blood Cells, platelets, Albumin. These findings consistent with of specialists. which eventually aid diagnosis.