'Multivariate sparse time series dataset forecasting by transformers

Imagine that you have dataset that looks like on this link: https://pastebin.com/tN9tcn1T

I hope that I will find someone experienced with transformers forecasting capabilities to suggest me and answer me in the first place is it worth to apply transformers to get long term forecast for columns of a dateset which looks like in above link?

I can't find helpful answers except this one below:

https://stats.stackexchange.com/questions/374935/how-to-deal-with-really-sparse-time-series-data-for-a-binary-classification-task

Unfortunately the answer doesn't help me alot due to the different kind of dataset and aims.

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'Multivariate sparse time series dataset forecasting by transformers

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