# \#data-visualization **URL:** https://community.shopify.com/tag/data-visualization/5302.md [Latest](https://community.shopify.com/latest.md) · [Categories](https://community.shopify.com/categories.md) · [Tags](https://community.shopify.com/tags.md) --- ## [Request for Top Quantity per Order option in Shopify reports](https://community.shopify.com/t/request-for-top-quantity-per-order-option-in-shopify-reports/689644)
**Author:** [@AsMd](https://community.shopify.com/u/AsMd)\ **Replies:** 11\ **Last updated:** [October 3, 2026, 4:23pm UTC](https://community.shopify.com/t/request-for-top-quantity-per-order-option-in-shopify-reports/689644 "2026-10-03T16:23:32Z")
I manage an incredibly varied Shopify store, and when exporting sales data to use to plan a new stock order I need to see a column that lists the highest ever Quantity per Order. At the moment, the only calculation I ca… --- ## [Case study: going beyond simple dashboard analytics](https://community.shopify.com/t/case-study-going-beyond-simple-dashboard-analytics/631722)
**Author:** [@spectral](https://community.shopify.com/u/spectral)\ **Replies:** 2\ **Last updated:** [June 19, 2026, 5:09pm UTC](https://community.shopify.com/t/case-study-going-beyond-simple-dashboard-analytics/631722 "2026-06-19T17:09:54Z")
A Shopify client came to us unsure whether to restock a perishable line. We ran their data through a Hidden Markov Model: a statistical method which aims to predict whether a product is in a growth or decay regime, and f… --- ## [How to Back Up Your Shopify Data to BigQuery](https://community.shopify.com/t/how-to-back-up-your-shopify-data-to-bigquery/631649)
**Author:** [@Ryan-dev](https://community.shopify.com/u/Ryan-dev)\ **Replies:** 0\ **Last updated:** [June 8, 2026, 1:08pm UTC](https://community.shopify.com/t/how-to-back-up-your-shopify-data-to-bigquery/631649 "2026-06-08T13:08:14Z")
If you want a powerful, scalable backup of your Shopify store data, exporting it to Google BigQuery is one of the best options out there. BigQuery is a cloud data warehouse that can handle millions of rows, run complex S… --- ## [How to Back Up Your Shopify Data to BigQuery](https://community.shopify.com/t/how-to-back-up-your-shopify-data-to-bigquery/631647)
**Author:** [@Ryan-dev](https://community.shopify.com/u/Ryan-dev)\ **Replies:** 0\ **Last updated:** [June 8, 2026, 12:57pm UTC](https://community.shopify.com/t/how-to-back-up-your-shopify-data-to-bigquery/631647 "2026-06-08T12:57:52Z")
(topic deleted by author) --- ## [What simple metrics do you track weekly to gauge ops efficiency?](https://community.shopify.com/t/what-simple-metrics-do-you-track-weekly-to-gauge-ops-efficiency/572741)
**Author:** [@FeatureDe](https://community.shopify.com/u/FeatureDe)\ **Replies:** 4\ **Last updated:** [February 14, 2026, 7:41am UTC](https://community.shopify.com/t/what-simple-metrics-do-you-track-weekly-to-gauge-ops-efficiency/572741 "2026-02-14T07:41:39Z")
Looking for a starter dashboard: things like order cycle time, fulfillment accuracy, returns rate, labor hours/order, on-time shipping, support first-response/resolution. What targets are realistic in the first 90 days? --- ## [Analytics Report inventory adjustment mismtch](https://community.shopify.com/t/analytics-report-inventory-adjustment-mismtch/587610)
**Author:** [@gagarwal](https://community.shopify.com/u/gagarwal)\ **Replies:** 2\ **Last updated:** [February 7, 2026, 7:59pm UTC](https://community.shopify.com/t/analytics-report-inventory-adjustment-mismtch/587610 "2026-02-07T19:59:47Z")
Hi, I am facing this issue where for a particular product I see two entries in inventory adjustment - One during bulk upload and one syncing from my inventory mgmt system but in the inventory adjustment report, I see on… --- ## [Do you compare your performance to previous months or focus on growth trends?](https://community.shopify.com/t/do-you-compare-your-performance-to-previous-months-or-focus-on-growth-trends/558643)
**Author:** [@Jacqui](https://community.shopify.com/u/Jacqui)\ **Replies:** 1\ **Last updated:** [February 2, 2026, 6:48pm UTC](https://community.shopify.com/t/do-you-compare-your-performance-to-previous-months-or-focus-on-growth-trends/558643 "2026-02-02T18:48:51Z")
Do you compare your performance to previous months or focus on growth trends? --- ## [Looking for Feedback](https://community.shopify.com/t/looking-for-feedback/577956)
**Author:** [@Traveler7](https://community.shopify.com/u/Traveler7)\ **Replies:** 8\ **Last updated:** [December 3, 2025, 7:43am UTC](https://community.shopify.com/t/looking-for-feedback/577956 "2025-12-03T07:43:57Z")
Hi folks, I have the Shopify page just above starter tier so I’m a little limited. I was hoping folks could take a look and tell me anything they notice that I could change with the lower tier setting that would improve… --- ## [What should a new ecommerxe store measure in the first 90 days?](https://community.shopify.com/t/what-should-a-new-ecommerxe-store-measure-in-the-first-90-days/574206)
**Author:** [@TSM\_CO](https://community.shopify.com/u/TSM_CO)\ **Replies:** 6\ **Last updated:** [November 17, 2025, 5:10pm UTC](https://community.shopify.com/t/what-should-a-new-ecommerxe-store-measure-in-the-first-90-days/574206 "2025-11-17T17:10:38Z")
Does anyone have a starter metrics list with formulas, data sources, review cadence, and maybe a one page dashboard layout. Baseline benchmarks would be great if available! --- ## [Don't Make Mistake using Facebook and Instagram App For Pixel|| GTM vs App Pixel result](https://community.shopify.com/t/dont-make-mistake-using-facebook-and-instagram-app-for-pixel-gtm-vs-app-pixel-result/573857)
**Author:** [@J\_mah](https://community.shopify.com/u/J_mah)\ **Replies:** 0\ **Last updated:** [November 3, 2025, 3:57pm UTC](https://community.shopify.com/t/dont-make-mistake-using-facebook-and-instagram-app-for-pixel-gtm-vs-app-pixel-result/573857 "2025-11-03T15:57:47Z")
Don’t make this silly mistake by solely relying on the Facebook and Instagram apps for Facebook pixel tracking. Take action before you are late. Very Recent Pixel and Conversion API Result Comparison Between Meta App(f… --- ## [Analytics Visualization Bug: Products and SKUs Duplicating in Reports](https://community.shopify.com/t/analytics-visualization-bug-products-and-skus-duplicating-in-reports/563265)
**Author:** [@ArkhipovG](https://community.shopify.com/u/ArkhipovG)\ **Replies:** 2\ **Last updated:** [September 29, 2025, 7:39am UTC](https://community.shopify.com/t/analytics-visualization-bug-products-and-skus-duplicating-in-reports/563265 "2025-09-29T07:39:41Z")
Hi everyone, Since this 24th of August, we’ve noticed a bug in Shopify Analytics: almost all products and SKUs are appearing twice (sometimes more) in “List by dimensions” visualizations. Draft items are also showing up… --- ## [How do you avoid getting overwhelmed by all the data available to you?](https://community.shopify.com/t/how-do-you-avoid-getting-overwhelmed-by-all-the-data-available-to-you/561073)
**Author:** [@Jacqui](https://community.shopify.com/u/Jacqui)\ **Replies:** 1\ **Last updated:** [August 27, 2025, 5:42am UTC](https://community.shopify.com/t/how-do-you-avoid-getting-overwhelmed-by-all-the-data-available-to-you/561073 "2025-08-27T05:42:56Z")
How do you avoid getting overwhelmed by all the data available to you?