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ultralytics/docs/en/reference/solutions/analytics.md

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description keywords
This script integrates Ultralytics YOLO with OpenCV and Matplotlib to create and update line, bar, and pie charts for real-time data visualization in video processing. Ultralytics, YOLO, data visualization, OpenCV, Matplotlib, line chart, bar chart, pie chart, real-time analytics, video processing, machine learning, computer vision, AGPL-3.0

Reference for ultralytics/solutions/analytics.py

!!! Note

This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/solutions/analytics.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/solutions/analytics.py). If you spot a problem please help fix it by [contributing](/help/contributing.md) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/solutions/analytics.py) 🛠️. Thank you 🙏!



::: ultralytics.solutions.analytics.Analytics