Page 98 - FULL REPORT 30012024

Figure 4.16 Screenshot of order details from DOSM portal.

iii. Stroke Prediction Dataset

The "Stroke Prediction Dataset" is obtained from Kaggle. The

dataset provides an extensive compilation of individual patient data
with the purpose of helping the prediction of stroke events. This

dataset comprises a broad diversity of characteristics, ranging from
basic demographic details, like age and gender, to comprehensive

medical and lifestyle information, such as hypertension, heart
disease, marital status, employment type, home type, BMI,

smoking status, and stroke incidence. Each variable within the

dataset is rigorously specified, providing clarity in understanding
the nature and extent of the data. Comprehensive data is crucial for

conducting research and analysis aimed at evaluating and
forecasting the likelihood of stroke. Figure 4.17 displays a snapshot

of the datasets in Kaggle.

81