# Visualizing data with Expo (react native)

**URL:** <https://discuss.ai.google.dev/t/visualizing-data-with-expo-react-native/12542>\
**Category:** General Discussion\
**Tags:** library, tfjs, tf-c-api\
**Created:** [April 22, 2024, 4:09pm UTC](https://discuss.ai.google.dev/t/visualizing-data-with-expo-react-native/12542 "2024-04-22T16:09:28Z")\
**Posts on this page:** 2\
**Page:** 1

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**Author:** ![ovirta](https://d1dlmcr85iqnpo.cloudfront.net/user_avatar/discuss.ai.google.dev/ovirta/32/17665_2.png) [@ovirta](https://discuss.ai.google.dev/u/ovirta)\
**Post date:** [April 22, 2024, 4:09pm UTC](https://discuss.ai.google.dev/t/visualizing-data-with-expo-react-native/12542/1 "2024-04-22T16:09:29Z")

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We are gathering data from images, videos and camera feed with tfjs-react-native library. So far we haven’t found a good candidate to visualize the data. A scatter-3d plot would be especially useful.

Are there any activities in the native area similar to these?

- [TensorFlow.js Vis API](https://js.tensorflow.org/api_vis/1.5.1/)
- [GitHub - PAIR-code/scatter-gl: Interactive 3D / 2D webgl-accelerated scatter plot point renderer](https://github.com/PAIR-code/scatter-gl)

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**Author:** ![Shivam\_Mishra](https://d1dlmcr85iqnpo.cloudfront.net/user_avatar/discuss.ai.google.dev/shivam_mishra/32/14113_2.png) [@Shivam\_Mishra](https://discuss.ai.google.dev/u/Shivam_Mishra)\
**Post date:** [December 2, 2024, 5:35pm UTC](https://discuss.ai.google.dev/t/visualizing-data-with-expo-react-native/12542/3 "2024-12-02T17:35:26Z")

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Hi @ovirta ,

I apologize for the delay in my response.

`TFJS` doesn’t directly provide any `APIs` to visualize the collected data itself. However, you can use the `tensorboard.js` library to visualize your TensorFlow.js models, including their training progress and other metrics.

For visualizing the collected image and video data, you can use `react-native` libraries like [react-native-chart-kit](https://www.npmjs.com/package/react-native-chart-kit) or [react-native-svg-charts](https://www.npmjs.com/package/react-native-svg-charts). But, to use these libraries, you’ll need to extract data points from the images or videos (eg. by generating embeddings from a trained model).

Please let me know if I’ve missed anything.

Thank You!!