Examples and Resources#

Here are list of examples and resources to help you get the most out of your Ponder experience. To run the examples on your own, you can download all the notebooks as a zip file here.

Tutorials#

Here is a list of tutorial notebooks that covers how you can use Ponder. We covered tutorial #1-4 in this Getting Started section. You can learn about advanced usage for Ponder in tutorial #5-8.

Tutorial DuckDB Snowflake BigQuery
1 Getting Started Source In Github
Open In Colab		 Source In Github
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2 Primer to Ponder Source In Github
Open In Colab		 Source In Github
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3 Connecting to Your Data Source Source In Github
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4 Saving Your Results Source In Github
Open In Colab
 Source In Github
Open In Colab		 Source In Github
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5 Advanced Usage - Working with SQL Source In Github
Open In Colab		 Source In Github
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6 Supported APIs Source In Github
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7 Beyond Pandas - Third-Party Library Integration Source In Github
Open In Colab		 Source In Github
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8 Running NumPy In Your Data Warehouse Source In Github
Open In Colab		 Source In Github
Open In Colab		 Source In Github
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Examples#

The following examples demonstrate how Ponder can be used for a variety of settings for real-world data analysis.

DuckDB Snowflake BigQuery
MIMIC-III Healthcare Data Analysis Example Source In Github
Open In Colab		 Source In Github
Open In Colab		 Source In Github
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Visualizing NYC Taxi Data using Ponder Source In Github
Open In Colab		 Source In Github
Open In Colab		 Source In Github
Open In Colab
Analyzing Citibike dataset with Ponder Coming soon! Source In Github
Open In Colab

 Coming soon!

Blogposts#

We regularly release articles covering a wide range of topics including enterprise pandas best practices and valuable learning resources covering the functionality and application of Ponder. Below are some selected blogposts. Be sure to check out our blog and be sure to follow us on Twitter and Linkedin to stay up to date with latest news about Ponder.