Principal Component Analysis
Reduce dimensionality and visualize chemical variance in your dataset.
Data Format Template
Please refer to the following format for optimal results:
⚠️ Data Preparation Guidelines
- First column must contain the Sample ID/Label.
- Subsequent columns must contain only numeric data (Oxides/Elements).
- Ensure data starts from the first row and first column.
- Columns with >50% missing values will be automatically ignored.