Skip to content

Panoply

  • Guides
  • Directory
  • Blog
  • Glossary
  • About

Category: Data Warehousing

New and Improved Data Engine Architecture

Avatar photo Vladimir Platonov Jun 28, 2023
Data Warehousing

At Panoply, we aim to be transparent with our customers and partners by frequently updating you on new features within the product that help you get your data faster. On top of these user-focused updates, our team is also continuously developing…

Continue reading New and Improved Data Engine Architecture

Warehouse Your UA Data Without Missing a Beat

Avatar photo Allison Foster Sep 29, 2026
Data Warehousing

Google’s Universal Analytics (UA) will sunset on July 1st, and if you haven’t exported your historical UA data yet, it’s probably your top priority for June. You might have seen Google’s not-at-all ominous countdown for extra motivation:If you were hoping…

Continue reading Warehouse Your UA Data Without Missing a Beat

Why Shouldn’t You Have a Single Source of Truth?

Avatar photo Allison Foster Apr 1, 2023
Data Warehousing

Everyone’s talking about the benefits of a single source of truth for business data. They say a centralized hub helps you reduce manual tasks, get clearer insights for better decision-making, and increase productivity. However:Don’t the businesses not looking for those benefits…

Continue reading Why Shouldn’t You Have a Single Source of Truth?

Best Open-Source Data Analytics Tools and Software

Avatar photo Ryan Hsu Feb 9, 2023
Data Warehousing

As a data analyst helping navigate my company through these choppy economic waters, I understand the conflicting needs of providing actionable insights while keeping costs low. Luckily, with the expanding array of open-source data analytics tools, you can provide the…

Continue reading Best Open-Source Data Analytics Tools and Software

SQL Optimization Benefits and Techniques

Avatar photo Tan Kim Tran Jan 20, 2023
Data Warehousing

Optimizing your SQL code is an important part of maintaining the performance and efficiency of your data pipeline. There are essentially no hard limits on the logical complexity of a single SQL query, plus, most modern database solutions allow a…

Continue reading SQL Optimization Benefits and Techniques

How Data Observability Can Help Your Bottom Line

Avatar photo Loretta Jones Jan 11, 2023
Data Warehousing

Modern businesses create, collect, analyze, and store vast amounts of data on metrics that impact their operations and decision-making. The amount is forecasted to grow to even more monumental proportions in the near future. With data workflows becoming more critical…

Continue reading How Data Observability Can Help Your Bottom Line

Rudolph the Data Reindeer

Avatar photo Allison Foster Dec 23, 2022
Data Warehousing

You know Python and SQL and Java and VixenCaching and Lakehouse and Pipeline and BlitzenBut do you recallThe most famous reindeer of all?🎄Rudolph the Data ReindeerReally makes your data flowAnd if you ever met himYou’d thank him for those perfect…

Continue reading Rudolph the Data Reindeer

Why You Need a CMO Dashboard and What to Put on It

Avatar photo Justin Reynolds Dec 5, 2022
Data Warehousing

Overseeing a fast-moving, dynamic marketing department is no easy task. Chief marketing officers (CMOs) need to juggle a variety of responsibilities while making sure the department stays on track to meet its quarterly and annual goals.  This process is infinitely easier…

Continue reading Why You Need a CMO Dashboard and What to Put on It

How to Calculate Daily Active Users (DAU) and Why It Matters

Avatar photo Gift “Gigi” Kenneth Oct 25, 2022
Data Warehousing

If you’re looking for a great metric to track user engagement and growth on your platform, you might want to measure your daily active users (DAU). But keep in mind that while DAU is a good starting point, it’s not…

Continue reading How to Calculate Daily Active Users (DAU) and Why It Matters

Usage Reports: Get the Data on Your Data

Avatar photo Allison Foster Sep 1, 2022
Data Warehousing

In the past, Panoply users didn’t have visibility into their usage compared to their tier’s quota, and couldn’t track their queries and monthly usage. They could see rows scanned and extracted, storage, and query bytes, but there was no way…

Continue reading Usage Reports: Get the Data on Your Data

Data Bytes: Everyone Needs a Single Source of Truth

Avatar photo Allison Foster Aug 15, 2022
Data Warehousing

If it seems like data and analytics companies can’t stop talking about a “single source of truth,” well… you’re right. Single source of truth (SSOT) has emerged as a practice businesses simply can’t go without. It’s a necessity for data…

Continue reading Data Bytes: Everyone Needs a Single Source of Truth

Data Bytes Episode 1: After the Acquisition

Avatar photo Allison Foster Jul 6, 2022
Data Warehousing

In Panoply’s Data Bytes mini videos, we’ll chat with our experts and explore topics relevant to the industry, to us, and especially to you. The first episode coincided with the six-month anniversary of SQream acquiring Panoply, so we spoke to SQream…

Continue reading Data Bytes Episode 1: After the Acquisition

Posts pagination

Previous 1 2 3 … 11 Next
The directory
Every data tool, with real pricing

Warehouses, ingestion, transformation, BI and the AI data stack. One honest card per tool, with real pricing and a scored verdict.

Browse the tools
Sponsor slot

Reserved for a labelled placement. Swap this widget's HTML when a partner books it.

Panoply

Independent reviews of data and AI infrastructure tools, plus practical guides to building your stack.

Directory

  • Browse all categories
  • Warehouses and lakehouses
  • Ingestion and ELT
  • BI and analytics

The archive

  • Blog
  • Data Warehouse Guide
  • Building an Analytics Stack
  • Shopify Analytics Guide
  • Glossary

About

  • About the site
  • Privacy Policy
  • Terms of Use
London, United Kingdom
hello@panoply.io
© 2026 Panoply. Published by Lumination AI Limited. Panoply.io is an independent publication, not affiliated with SQream, Scailium or the former Panoply product.