# What's Next - Software - Production Visualization

**URL:** <https://discourse.pangeo.io/t/whats-next-software-production-visualization/3881>\
**Category:** Uncategorized\
**Created:** [December 7, 2023, 2:41pm UTC](https://discourse.pangeo.io/t/whats-next-software-production-visualization/3881 "2023-12-07T14:41:11Z")\
**Posts on this page:** 1\
**Showing post:** 3

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**Author:** ![ahuang11](https://yyz2.discourse-cdn.com/flex030/user_avatar/discourse.pangeo.io/ahuang11/32/2290_2.png) [@ahuang11](https://discourse.pangeo.io/u/ahuang11)\
**Post date:** [December 7, 2023, 4:58pm UTC](https://discourse.pangeo.io/t/whats-next-software-production-visualization/3881/3 "2023-12-07T16:58:24Z")

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Just wanted to share a relevant discussion:

> [@Using Dask to parallelize plotting](https://discourse.pangeo.io/t/using-dask-to-parallelize-plotting/1179/16):
>
> A note to future folks who find this thread: I was running into issues with one of my datasets where my map\_blocks code was really slow, and after a lot of debugging, I wasn’t seeing obvious improvements over running in serial. But then I applied the same code to a dataset where (1) each chunk size was smaller (first dataset had chunksizes ~100 MB, second dataset had chunksizes ~2 MB, (2) each chunk had a size of 1 in the time dimension (as opposed to a size of 2 in the time dimension for the fi…

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