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Data Mining Problems in Retail

Highly Scalable

Retail is one of the most important business domains for data science and data mining applications because of its prolific data and numerous optimization problems such as optimal prices, discounts, recommendations, and stock levels that can be solved using data analysis methods. However, many of these models are highly parametric (i.e.

Retail 152
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Introducing Page Speed Benchmarks – a new resource for the performance community

Speed Curve

What are some good sites I can use for benchmarking? Page Speed Benchmarks is an interactive dashboard that lets you explore and compare web performance data for leading websites across several industries – from retail to media. Identify sites you can use for your own competitive benchmarking. How awesome is that?!

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How to use Server Timing to get backend transparency from your CDN

Speed Curve

Looking at the industry benchmarks for US retailers , four well-known sites have backend times that are approaching – or well beyond – that threshold. Pagespeed Benchmarks - US Retail - LCP When you examine a waterfall, it's pretty obvious that TTFB is the long pole in the tent, pushing out render times for the page.

Servers 58
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2021 in review: It was a big year!

Speed Curve

We also added a "Performance 101" section that includes articles like: Synthetic vs. Real User Monitoring. Web Performance for Retailers. If you have any suggestions for articles and guides you'd like to see, let me know! Industry speed benchmarks for Japan. Performance Budgets 101. Performance Culture Best Practices.

Retail 52
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Ten years of page bloat: What have we learned?

Speed Curve

And if that already wasn’t enough, the number of images on a page has been linked to lower conversion rates on retail sites. You can dive deeper into image optimization and SEO tips in this article in Google Search Central.). These numbers should not be taken as a benchmark for your own site. More on that later.).

Mobile 145
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What is page bloat? And how is it hurting your business, your search rank, and your users?

Speed Curve

And if that already wasn’t enough, the number of images on a page has been linked to lower conversion rates on retail sites. You can dive deeper into image optimization and SEO tips in this article in Google Search Central.) These numbers should not be taken as a benchmark for your own site. More on that later.)

Mobile 52
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A Complete Guide to Performance Budgets

Speed Curve

The easiest way to validate your metrics is to look at rendering filmstrips in your synthetic test data, like this: In the example above (taken from our Industry Benchmarks ) you can see: Start Render does correlate to content appearing in the viewport. Largest Contentful Paint doesn't quite align with the appearance of the largest image.