Exploratory Data Analysis
تفاصيل العمل
● Correlation Heatmap of Numerical Features: A correlation heatmap was generated using strictly numerical features to quantify their linear relationships. This visual identifies which numerical attributes move together. For instance, features like education-num and age typically show a positive correlation with financial indicators like hours-per-week. Identifying these relationships helps in understanding feature predictive strength before feeding the data into the machine learning models, figure 1.
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بطاقة العمل
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