# Sample/Cell Explorer

The Explorer modules enable the user to perform deep exploration of the dataset.

<figure><img src="/files/XmmfHHnoE9SCoESq2z8Q" alt=""><figcaption><p>Sample/Cell Explorer</p></figcaption></figure>

## Available commands

<table data-view="cards"><thead><tr><th></th><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td></td><td><strong>Normalization</strong></td><td>Normalize the expression data.</td><td><a href="/pages/2AfORWCn4SfJTDgrhs1m">/pages/2AfORWCn4SfJTDgrhs1m</a></td></tr><tr><td></td><td><strong>UMAP</strong></td><td>Compute PCA, neighborhood graph, UMAP, and eliminate batch effects.</td><td><a href="/pages/nlFmno1qr1CDzL9wh758">/pages/nlFmno1qr1CDzL9wh758</a></td></tr><tr><td></td><td><strong>Clustering</strong></td><td>Cluster the cells or samples.</td><td></td></tr><tr><td><strong>Differential Gene Expression</strong></td><td>Quickly run differential gene expression analysis between selected groups.</td><td></td><td></td></tr><tr><td><strong>Pathway Activity Inference</strong></td><td>Run pathway activity inference using the gene set collection of choice.</td><td></td><td></td></tr><tr><td><strong>Differential Pathway Activity</strong></td><td>Quickly run differential pathway activity analysis between selected groups.</td><td></td><td></td></tr><tr><td><strong>Remove Cells/Samples</strong></td><td>Delete cell or sample selections.</td><td></td><td></td></tr><tr><td><strong>Filter Cells/Samples</strong></td><td>Isolate cells or samples based on observations.</td><td></td><td></td></tr><tr><td><strong>Plot Gene Expression</strong></td><td>Plot gene expression values or scores.</td><td></td><td></td></tr><tr><td><strong>Plot Pathway Activity</strong></td><td>Plot pathway activity scores.</td><td></td><td></td></tr><tr><td><strong>Annotate Cells/Samples</strong></td><td>Quickly annotate selections</td><td></td><td></td></tr><tr><td><strong>Segment Data</strong></td><td>Create new observations based on other categorical observations.</td><td></td><td></td></tr><tr><td><strong>Remove Observations</strong></td><td>Delete unwanted observations.</td><td></td><td></td></tr></tbody></table>


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# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://documentation.panomics.bio/documentation/analyses/analysis-workbench/sample-cell-explorer.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
