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Co-authored-by: jose-donato <zmcdonato@gmail.com>
Co-authored-by: jose-donato <43375532+jose-donato@users.noreply.github.com>
Co-authored-by: andrewkenreich <andrew.kenreich@gmail.com>
2023-10-30 21:01:29 +00:00

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---
title: wma
description: Learn how to use Weighted Moving Average (WMA) for better data analysis.
This page provides a guide on how to implement WMA, with more weight on recent data
and less on past data. It details the usage, parameters, defaults and offers a visual
representation for clearer understanding.
keywords:
- Weighted Moving Average
- WMA
- Simple Moving Average
- n_length
- n_offset
---
import HeadTitle from '@site/src/components/General/HeadTitle.tsx';
<HeadTitle title="etf/ta/wma - Reference | OpenBB Terminal Docs" />
A Weighted Moving Average puts more weight on recent data and less on past data. This is done by multiplying each bar’s price by a weighting factor. Because of its unique calculation, WMA will follow prices more closely than a corresponding Simple Moving Average.
### Usage
```python
wma [-l N_LENGTH] [-o N_OFFSET]
```
---
## Parameters
| Name | Description | Default | Optional | Choices |
| ---- | ----------- | ------- | -------- | ------- |
| n_length | Window lengths. Multiple values indicated as comma separated values. | 20, 50 | True | None |
| n_offset | offset | 0 | True | None |
![wma](https://user-images.githubusercontent.com/46355364/154312618-43430406-97c1-4740-87be-2414de9a1c06.png)
---