# Exploratory analysis

Connected Multiomics offers a wide variety of tools to help you explore your data. Which tools are available depends on the type of data node selected.

* [Graph-based Clustering](https://help.connected.illumina.com/icm/analyses/analysis-functionality/task-menu/exploratory-analysis/graph-based-clustering)
* [K-means Clustering](https://help.connected.illumina.com/icm/analyses/analysis-functionality/task-menu/exploratory-analysis/k-means-clustering)
* [Compare Clusters](https://help.connected.illumina.com/icm/analyses/analysis-functionality/task-menu/exploratory-analysis/compare-clusters)
* [PCA](https://help.connected.illumina.com/icm/analyses/analysis-functionality/task-menu/exploratory-analysis/pca)
* [t-SNE](https://help.connected.illumina.com/icm/analyses/analysis-functionality/task-menu/exploratory-analysis/t-sne)
* [UMAP](https://help.connected.illumina.com/icm/analyses/analysis-functionality/task-menu/exploratory-analysis/umap)
* [Hierarchical Clustering](https://help.connected.illumina.com/icm/analyses/analysis-functionality/task-menu/exploratory-analysis/hierarchical-clustering)
* [AUCell](https://help.connected.illumina.com/icm/analyses/analysis-functionality/task-menu/exploratory-analysis/aucell)
* [Find multimodal neighbors](https://help.connected.illumina.com/icm/analyses/analysis-functionality/task-menu/exploratory-analysis/find-multimodal-neighbors)
* [SVD](https://help.connected.illumina.com/icm/analyses/analysis-functionality/task-menu/exploratory-analysis/svd)
* [CellPhoneDB](https://help.connected.illumina.com/icm/analyses/analysis-functionality/task-menu/exploratory-analysis/cellphonedb)
* [Merge differential expression results](https://help.connected.illumina.com/icm/analyses/analysis-functionality/task-menu/broken-reference)