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Real-Time Elasticsearch Indexing on WordPress.com
Love databases, indexing, and Elasticsearch gymnastics? Greg Brown walks us through the indexing sausage factory on WordPress.com.
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data.coalesce() — Automattic Data Division Meets in Montréal
Want to know what Automattic data wranglers do when they meet up? Carly Stambaugh takes you behind the scenes.
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Improving Relevance and Elasticsearch Query Patterns
The WordPress.org plugin directory has been significantly rebuilt over the past year and should go live soon (test site). Many from across the WordPress community helped with this effort. I focused on improving plugin search relevancy. This was a great learning experience on how to build more relevant searches for a couple of reasons: There…
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Intro to Search: Measurement
Welcome to the third part of our mini-series “Intro to Search.” In my previous posts, I’ve discussed the characteristics of great search results and what a search engine looks like from the inside. But, how do we know if our algorithms actually deliver relevant search results? The answer is, of course, by measurement! There is…
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A Brand Image Analysis of WordPress and Automattic on Twitter
As a data scientist, I spend a lot of time analyzing how our users interact with WordPress.com. However, WordPress.com isn’t the only place to gain insight into how people use and talk about our services. Many WordPress.org and WordPress.com discussions take place on social media. Analyzing these discussions can help us understand what our users are…
Data for Breakfast 