# Cell Composition

This analysis provides insights into the cellular makeup of tissues or samples, helping to understand how cell populations vary across conditions, treatments, or disease states. A [`Standard Compute`](/documentation/compute-runtimes/codeless-compute.md) runtime is required.

To run cell compositional analysis in Panomics, select the observation that refers to the cell type and the observation that represents the condition of interest (e.g.: tissue, disease, treatment).

## Command Results

### **Bar plot of cell type abundance**

<div><figure><img src="/files/pg6E7UzymU9MgjMNL864" alt=""><figcaption><p>By condition</p></figcaption></figure> <figure><img src="/files/6atiegX8ZxbgBzhArVng" alt=""><figcaption><p>By sample</p></figcaption></figure></div>

### **Box plot of cell type abundance**

<figure><img src="/files/DjsttE6NU5l6MJ24cw3L" alt="" width="563"><figcaption></figcaption></figure>

### **Effect bar plot and data**

<div><figure><img src="/files/xeFIpiUhStXYIb4BKZmc" alt=""><figcaption></figcaption></figure> <figure><img src="/files/1OxAcnVFBWlccDxogiQs" alt=""><figcaption></figcaption></figure></div>

## Video demonstration

{% embed url="<https://www.loom.com/share/5c73181353cb4785a8cbde9047b0b5db?sid=a003c507-1409-4f22-97fb-b66f55012aaa>" %}


---

# 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/cell-composition.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.
