Latest Stories In: Panoply Blog - Data Management, Data Warehousing, And Data Analysis. | Etl

When building or maintaining your data warehouse, you will be using what is known as "ETL" to integrate your data.
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ETL vs ELT: The Difference is in the How

In today's complex business landscape, where information pours in from many different locations throughout the day, it's crucial to work with multiple data sets.
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Data Blending Explained: What It Is and How to Do It

Since Google acquired Alooma, this lightweight cloud-based ETL tool has evolved to snap in really well to BigQuery and Google’s data warehouse. This means that Alooma ...
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Top 10 Alooma Alternatives: Comparing Pricing and ETL Features

Understanding ETL (Extract, Transform, Load) platform pricing models is crucial for managing data processing costs. ETL platforms typically bill usage based on the ...
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Unraveling Rows: A Deep Dive into Consumption-Based Pricing for ETL

ETL is the process of extracting, loading, and transforming data from various sources into a central data repository and is an essential step for turning data into ...
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Top MongoDB ETL Tools: The Best Ways to Sync Your NoSQL Data

If you're collecting data in a warehouse, you may have come across many data sources and formats. To combine these many formats, you may need to go through the ETL ...
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Top MySQL ETL Tools

Google’s BigQuery is a cloud data warehouse leveraged by data analysts and data scientists. If your data already lives on Google Cloud Platform, BigQuery is a natural ...
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Best BigQuery ETL Tools: Comparing Costs and Usability

To get the most of your data, you need a robust analytics stack that provides valuable, effortless insights to both data scientists and business users alike. ...
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Stitch vs. Fivetran: Price, Integrations, Support, and More

You're building a new data solution for your startup, and you need an ETL tool to make slinging data more manageable. You've read a ton of articles and talked to a bunch ...
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How To Choose An ETL Tool: 6 Key Considerations

In an era where data is king, the race is on to make access to data as reliable and straightforward as everyday utilities. One company leading the way is cloud-native ...
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Top 5 Fivetran Alternatives: Weighing Complexity and Cost

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 ...
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Top 5 Keboola Alternatives: Weighing Expertise and Ease of Use

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 ...
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Top Python ETL Tools for 2021

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 ...
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Top ETL Tools for 2021...And The Case For Saying "No" To ETL

Data is the underlying force that drives modern marketing campaigns. But if you're an agency running multiple promotions across platforms, the data aggregation process ...
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Top 5 Supermetrics Alternatives: Balancing Ease Of Use & Cost

“To buy or not to buy, that is the question.”
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Build or Buy ETL Tools: The Pros and Cons of Building a Pipeline

When it comes to flavors of SQL, everyone’s got an opinion—and often a pretty strong one. While the SQL debates aren’t quite as intense as, say, the Python/R holy war in ...
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Top 5 Microsoft SQL Server ETL Tools

In this unprecedented year, data analysts, engineers, and developers showed incredible adaptability and resilience. Companies that deployed robust cloud and data ...
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Top 5 Etleap Alternatives: Weighing the Trade-offs of Cost and Support

If you work with data of any real size, chances are you’ve heard of ETL before. If not (or if you just like having your memory refreshed), here’s a summary: ETL is a ...
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What is Data Transformation, Anyway?

Good analytics is no match for bad data. Bad data wins every time.  That's why we're talking about the tools to create a clean, efficient, and accurate ELT (extract, ...
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Top 7 Best ELT Data Pipeline Tools

If your business is engaging in data and analytics, you may have used SQL (or Structured Query Language) or even developed an ETL process (or Extract, Transform, Load). ...
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SQL and ETL: The Dynamic Data Duo

The popular Shopify e-commerce service has everything you need to create, market, and manage an online business. The platform’s in-app payment platform works on ...
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Top 6 Shopify ETL Tools for your Ecommerce Data Pipeline

Elasticsearch is the search and analytics engine that powers the Elastic Stack, a suite of products from the Elastic company. This popular search and analytics engine ...
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Top 10 ETL Tools the Extract and Load Elasticsearch Data

Salesforce is an industry-leading customer relationship management (CRM) platform. This BI tool supports integrated sales, automated marketing, and data analytics and ...
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11 Powerful ETL Tools For Salesforce Data Integration

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11 Best ETL Tools For PostgreSQL Data Warehouses and Databases

  The R Project is an open source programming environment that supports statistical computing and graphic design. For R work or any data operations, you need an ETL tool ...
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The 9 Best ETL Packages for R Programming

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