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How to Coach Your Startup to Choose Better Metrics

Avatar photo Anders Schneiderman Dec 21, 2020
Being Data-Driven Best Practices

There’s no cookie-cutter way to choose metrics that will work for all startups. In fact, what the history shows us is that everybody who’s tried to come up with a better metrics framework has made progress but has ultimately failed…

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KPIs, OKRs, OMTM: The History of Modern Metrics & Why It Matters for Analysts

Avatar photo Panoply Dec 17, 2020
Being Data-Driven Best Practices

As an analyst, you probably spend a lot of your time creating dashboards and other reports to help your teams and Top Brass track metrics. And you probably spend at least some of this time grinding your teeth, because you…

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Webinar Recap: The Scalability Paradox with Nathan Patrick Taylor

Avatar photo Anders Schneiderman Dec 14, 2020
Analytics Leadership Data Stack Data Warehousing

Recently, Panoply held a webinar with Nathan Patrick Taylor, the CIO of the Symphony Post Acute Network. The focus of the webinar was on what Nathan calls the scalability paradox—the dilemma of focusing too early or too much on scalability,…

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How to Use Dashboards to Guide Your Startup’s 2021 Planning

Avatar photo Anders Schneiderman Dec 10, 2020
Being Data-Driven Best Practices BI and Data Visualization

You know the drill: Sometime in mid-December, a tsunami of planning will crash into your company as teams frantically scramble to figure out their initiatives and KPIs for next year. And as they scramble, every single one of them will…

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Understanding the Salesforce Data Model for Analytics

Avatar photo Belma Mesihovic Dec 7, 2020
Data Warehousing

As today’s number one CRM platform, Salesforce provides support to a variety of business processes within companies. With that in mind, you can only imagine the huge amounts of data stored in Salesforce databases. Used properly, that data can significantly…

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MongoDB Business Intelligence: Connector Challenges and Alternatives

Avatar photo Panoply Dec 6, 2020
BI and Data Visualization MongoDB

MongoDB is fantastic…and challenging. This database is popular among developers due to its flexibility, but getting your data out of Mongo and into a BI tool isn’t a plug-and-play cakewalk. If you’re looking for a tool that can easily convert data…

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Top 5 Keboola Alternatives: Weighing Expertise and Ease of Use

Avatar photo Panoply Dec 6, 2020
Data Stack ETL and ELT

Experienced data scientists and developers are spoilt for choice when it comes to data analytics tools. But for those who don’t hail from a data-centric background, it can prove to be quite a challenge.Data operations platforms like Keboola are valuable…

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Top 5 Domo Alternatives: Capabilities and Usability Go Head-to-Head

Avatar photo Andrew Zola Dec 4, 2020
BI and Data Visualization Data Stack

Data provides the foundation for innovation and enhanced efficiency. But anyone who’s worked with it will tell you that it can be quite challenging. Without the necessary expertise and the right tools at your fingertips, it’s sometimes difficult to derive…

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Python ETL Tools: Top 9 Frameworks & Best Use Cases

Avatar photo Adam Murphy Dec 2, 2020
ETL and ELT

If you’re building a data warehouse, you need ETL to move data into that storage. To do that, you first extract data from an array of different sources. Then you apply transformations to get everything into a format you can…

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Top ETL Tools for Business… And The Case For Saying ‘No ETL’

Avatar photo Peter Weinberg Dec 1, 2020
ETL and ELT

Finding the right ETL tool for your business is essential. ETL pulls data out of a source (extract), makes changes according to requirements (transform), and then pushes the transformed data into a database, data warehouse, or BI platform.From cost to maintenance,…

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SQL and pandas: A Rosetta Stone for Analysts

Avatar photo Peter Weinberg Dec 1, 2020
Tutorials

SQL and pandas are both invaluable tools for any analyst or data scientist. They tend to be mentioned in the same breath when talking about data manipulation and analysis—and can do a lot of the same things—but they have pretty…

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Top AWS Redshift Alternatives: Explore Options

Avatar photo Andrew Zola Nov 30, 2020
Data Warehousing Redshift

We now generate more data in an hour than we did in an entire year just two decades ago. The same old tools simply don’t cut it anymore. That’s why Amazon came out recently with new tools like AQUA for…

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