Exploratory data analysis using apache lens and apache zeppelin
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This document summarizes exploratory data analysis tools including Apache Lens and Apache Zeppelin. It notes that Apache Lens is an incubating project since December 2014 that provides a web-based notebook for collaborative data analytics and visualization that integrates with Apache Spark. It also allows for simplified drill downs, roll ups, and discovery of data across systems. The document was presented at The Fifth Elephant conference in Bangalore, India in 2015.
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Exploratory data analysis using apache lens and apache zeppelin
- 1. Exploratory Data Analysis Pranav Agarwal (SDE-3 @ Flipkart) Bala Nathan (Architect @ Flipkart) The Fifth Elephant Bangalore, 2015
- 2. Most enterprises have more than one Analytics Systems
- 3. Different kind of analysis
- 4. ● Incubating since October 2014 ● CUbe Abstraction across multiple datastores ○ Facts ○ Dimension ○ Partitions Apache Lens
- 5. ● Incubating since December 2014 ● Web based notebook ● Collaborative data analytics ● Visualization tool ● Integrates with Apache Spark, Apache Lens Apache Zeppelin
- 6. Demo
- 7. Key Take-aways ● Simplified drill down and roll ups ● Easy and consistent mechanism to discover data across systems ● In place visualization to Big Data ● Web notebook interface helps you organize, revisit and collaborate findings
- 8. Q & A More Questions? feel free to send them @ user@lens.incubator.apache.org praagarw@gmail.com balaknathan@gmail.com