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is there any way to filter how many products are there which are not tagged/connected with any of the collections on Shopify when I've bulk products? 

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Shopify Partner
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Hi @chinayabanaras As far as I'm aware, Shopify doesn't currently provide product-level analysis. For this feature, I recommend having a look at a Dhatma (demo here).  


The app provides an in-depth analysis at the product level, so you can easily analyze your entire catalog and find out which products are not tagged, for example. 


I highly encourage you to check out our demo version to get a better idea of all the filters and measures available. I hope this helps 🙂