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KNIME_​project2

Excel Reader
View data structure and summary statistics
Statistics
Check for missing values and handle them if needed
Missing Value
Visualize distributions with histogram
Histogram
Visualize relationships between two variables with scatter plot
Scatter Plot
Bar chart for categorical variable visualization
Bar Chart
Calculate correlations between numeric columns
Linear Correlation
Perform PCA for dimensionality reduction and variance analysis
PCA
Perform k-Medoids clustering to identify groups in the data
k-Medoids
Box plot for numeric data distribution and outlier detection
Box Plot
Train a decision tree model for moderate predictive analysis
Decision Tree Learner

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Extensions

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