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An early look at Thanksgiving 2022 Internet trends

Post Syndicated from João Tomé original https://blog.cloudflare.com/an-early-look-at-thanksgiving-2022-internet-trends/

An early look at Thanksgiving 2022 Internet trends

“The more you practice the art of thankfulness, the more you have to be thankful for.”

— Norman Vincent Peale, American author  

The turkey. The sweet potatoes. The stuffing. The pumpkin pie. Yesterday, November 24, 2022, was Thanksgiving Day in the US. A time for families and loved ones to be together and thankful, according to the tradition. Last year, we saw how the US paused shopping (and browsing) for Thanksgiving. So, how was it this year? Not only did we see Internet traffic go down (by 13%) during Thanksgiving dinner, but it was much higher than usual the day before and the day after (the Black Friday effect… so far). There was also a clear, but short, Thanksgiving day effect on e-commerce DNS trends.

We’ll have to wait to see what Black Friday looks like.

Let’s start with Internet traffic at the time of Thanksgiving dinner. Although every family is different, a 2018 survey of US consumers showed that for 42% early afternoon (between 13:00 and 15:00 is the preferred time to sit at the table and start to dig in). But 16:00 seems to be the “correct time” — The Atlantic explains why.

That said, Cloudflare Radar shows that between 21:00 and 01:00 UTC (we use that as the standard timezone in Radar) there was a clear drop in Internet traffic, mostly between 21:00 and 22:00 UTC, when traffic dropped 13%, compared with the week before. That time period is “translated” for the East Coast to between 16:00 and 20:00 EST and for the West Coast the time between 13:00 to 17:00 PST. Similar to what we saw last year.

An early look at Thanksgiving 2022 Internet trends

Radar also allows anyone to focus on the last 24 hours and check the traffic volume change compared with the previous period. The more granular view in the next graph shows not only the 13% drop during Thanksgiving dinner, but also the clear increase after. At around 01:00 EST (22:00 PST), traffic was 15% higher than the day before, and today, November 25, Black Friday morning (08:00 EST, 05:00 PST), was growing ~16% more in traffic at 09:00 EST (06:00 PST).

An early look at Thanksgiving 2022 Internet trends

It’s a similar perspective when we look at the last seven days, a filter that also shows the night before Thanksgiving in the US, traffic was 15% higher than the week before at around 01:00-03:00 EST (22:00-00:00 PST). And there’s a general increase in traffic this week, probably related to the fact it is also “Black Friday Week” (more on e-commerce trends at the end).

An early look at Thanksgiving 2022 Internet trends

In terms of Internet traffic growth (made by humans, not bots) in November, there’s a clear increase throughout the month, but mostly this week. The next chart aggregates traffic by day. So far, Tuesday, November 22, 2022, was the day of the month with most traffic in the US — +13% than what we saw on Tuesday, November 1.

An early look at Thanksgiving 2022 Internet trends

It’s also clear in the previous graph that weekends in the US have less traffic, especially Saturdays, but that Thanksgiving Day was the one with less traffic of the past two weeks — 10% less traffic than the same day the week before.

We’ve been focused on human Internet traffic. Bots, on the other hand, are not that interested in the Thanksgiving and Black Friday, and there was actually more bot traffic in the US last week than in this one. So far.

To wrap up this Internet traffic section, let’s look at mobile device trends. In the last four weeks, we saw an average of 48% of Internet traffic in the US coming from mobile devices. But on Thanksgiving Day that average was 55%. That was actually the day in November when people in the US were most online using their mobile devices.

An early look at Thanksgiving 2022 Internet trends

Here’s the view that shows the mobile percentage difference from the past two weeks, with an up to 9% increase (compared with the previous week) in mobile devices’ predominance in Internet traffic, between 10:00 and 16:00 EST (07:00-13:00 PST).

An early look at Thanksgiving 2022 Internet trends

E-commerce interest: growing (but with a Thanksgiving dip)

Now, let’s look at DNS query trends (from our globally used 1.1.1.1 DNS resolver) to e-commerce websites in the US. First, the Thanksgiving Day effect.

Aggregating several e-commerce domains, we can see not only that there are several spikes in the last two weeks, but that during Thanksgiving, there was a clear dip in DNS traffic between 15:00 and 17:00 EST (12:00-14:00 PST). How much? At 17:00 EST, Thanksgiving Day, there was 13% less DNS traffic than in the previous week.

An early look at Thanksgiving 2022 Internet trends

We have been following e-commerce trends this week on our Cloudflare Radar Twitter account. And, so far, November 14, 21 and 22, were the days that generated most interest.

An early look at Thanksgiving 2022 Internet trends

Using a smoothed seven day rolling average to those e-commerce domains (only in the US), the growth trend for the past 30 days is even more clear in the past two weeks (after a clear dip in early November). From November 13 to November 22, the rolling average grew ~5%.

An early look at Thanksgiving 2022 Internet trends

Last year, Cyber Monday was the biggest day for online shopping, in terms of DNS queries that we saw. Next week, we’ll see how it was this year.

Japan: A different kind of Thanksgiving

Also this week, Japan had its Labor Thanksgiving, an annual public holiday that was celebrated on Wednesday, November 23, 2022. And there was also a clear impact, but because, in Japan, this is a day full of events held throughout the country, there was an increase in traffic during the day. How much?

The peak was at around 01:00 UTC (10:00 in local time), when Internet traffic was 60% higher than in the previous week (and it continued to remain high during Labor Thanksgiving Day).

An early look at Thanksgiving 2022 Internet trends

You can check Cloudflare Radar, but also our Twitter account where we continue to see country patterns related to the FIFA World Cup in Qatar (Internet traffic does shift, depending on the country, when national teams are playing), but also e-commerce DNS trends.

How the US paused shopping (and browsing) for Thanksgiving

Post Syndicated from João Tomé original https://blog.cloudflare.com/how-the-us-paused-shopping-and-browsing-for-thanksgiving/

How the US paused shopping (and browsing) for Thanksgiving

So, if you like to keep up with the tradition in the United States you and your family yesterday (November 25, 2021) celebrated Thanksgiving. So on a special day, with family gatherings for many and with a lot of cooking if you’re into the tradition (roast turkey, stuffing and pumpkin pie), it makes sense that different Internet patterns show up on Cloudflare Radar.

First, let’s look at shopping habits. After a busy Monday, Tuesday and Wednesday, online shopping paused for Thanksgiving Day and dipped at lunchtime. So in a very good week for e-Commerce, Thanksgiving was an exception, especially at the extended lunchtime.

How the US paused shopping (and browsing) for Thanksgiving

Now, let’s focus on Internet traffic at the time of the Thanksgiving Dinner. First, what time is that? Every family is different, but a 2018 survey of US consumers showed that for 42% early afternoon (between 13:00 and 15:00 is the preferred time to sit at the table and start to dig in). But 16:00 seems to be the “correct time” — The Atlantic explains why.

Cloudflare Radar shows that Internet traffic in the US increased this past seven days, compared with the previous period, and that makes sense given that it’s traditionally a good week for online shopping. But we can also see in the next chart that the time of Thanksgiving dinner in the continental US was a clear exception.

How the US paused shopping (and browsing) for Thanksgiving

The circle in red in the chart clearly shows us that yesterday afternoon in the US the Internet traffic was a lot slower than the previous days at the same time and that’s more evident between 21:00 and 01:00 UTC (we use that as a standard timezone in Radar). That time period is “translated” for the East Coast between 16:00 and 20:00 EST and for the West Coast the time between 13:00 to 17:00 PST.

Internet traffic is going up

We can also use Cloudflare Radar to see that in the last two weeks Internet traffic in the US has been increasing (compared with the same period of the previous month). In a time of the year when temperatures go down, Internet traffic was definitely going up. That’s more evident this week after Sunday, November 21.

How the US paused shopping (and browsing) for Thanksgiving

The biggest spike of the last 30 days, so far (maybe today, Black Friday, November 26, will change that — you can see the live trends using Radar), was definitely in the evening of Monday, November 22 (~02:00 UTC, November 23). This past Tuesday night, November 23, was the second day of the month with the highest traffic in the US, and the third day was actually the next day (Wednesday, November 24).

How the US paused shopping (and browsing) for Thanksgiving

We can also see on Radar (represented in the next chart) that after several days of the Internet traffic peaks being reached at around 02:00 UTC (which “translates” to 21:00 EST and 18:00 PST), this Thanksgiving Day it was reached later, at about 03:00 UTC (22:00 EST and 19:00 PST).

How the US paused shopping (and browsing) for Thanksgiving

Mobile traffic goes up in the busiest online week of the month

Another interesting trend regarding Thanksgiving week in the US is how there are more people this week using mobile devices to access the Internet than in the previous weeks.

Yesterday, November 25, mobile traffic represented 54% of the Internet traffic in the US. That’s 8% more than the usual 46% of mobile traffic percentage in the US that we registered in the last 30 days — in the last seven days that number goes up to 49%.

Actually, back in October when we blogged about the popularity of mobile traffic in the world, only 42% of the Internet traffic in the US was made using mobile devices.

How the US paused shopping (and browsing) for Thanksgiving

We can actually see this more clearly when we only focus on mobile traffic. This past Thursday, Thanksgiving Day, the mobile traffic percentage in the US increased by about 6% compared to the previous week:

How the US paused shopping (and browsing) for Thanksgiving

Conclusion

When we announced Cloudflare Radar, back in September 2020, we explained how Internet use follows patterns that humans create. Throughout the pandemic we saw different trends caused by people being more at home than usual, but Internet patterns also change at specific times of the year (like when students go back to school or when it’s colder outside) or on some holidays like Thanksgiving.

Like we saw in the US yesterday, a holiday can affect Internet traffic as a whole, but also the time of the day we are online most, the devices we use to access the Internet and the types of websites we visit (e-commerce websites are getting an increase in traffic this week).

And remember: you can keep an eye on Cloudflare Radar to monitor how we see Internet traffic globally and in every country.

A Thanksgiving 2020 Reading List

Post Syndicated from Val Vesa original https://blog.cloudflare.com/a-thanksgiving-2020-reading-list/

A Thanksgiving 2020 Reading List

While our colleagues in the US are celebrating Thanksgiving this week and taking a long weekend off, there is a lot going on at Cloudflare. The EMEA team is having a full day on CloudflareTV with a series of live shows celebrating #CloudflareCareersDay.

So if you want to relax in an active and learning way this weekend, here are some of the topics we’ve covered on the Cloudflare blog this past week that you may find interesting.

Improving Performance and Search Rankings with Cloudflare for Fun and Profit

Making things fast is one of the things we do at Cloudflare. More responsive websites, apps, APIs, and networks directly translate into improved conversion and user experience. On November 10, Google announced that Google Search will directly take web performance and page experience data into account when ranking results on their search engine results pages (SERPs), beginning in May 2021.

Rustam Lalkaka and Rita Kozlov explain in this blog post how Google Search will prioritize results based on how pages score on Core Web Vitals, a measurement methodology Cloudflare has worked closely with Google to establish, and we have implemented support for in our analytics tools. Read the full blog post.

Getting to the Core: Benchmarking Cloudflare’s Latest Server Hardware

At the Cloudflare Core, we process logs to analyze attacks and compute analytics. In 2020, our Core servers were in need of a refresh, so we decided to redesign the hardware to be more in line with our Gen X edge servers. We designed two major server variants for the core. The first is Core Compute 2020, an AMD-based server for analytics and general-purpose compute paired with solid-state storage drives. The second is Core Storage 2020, an Intel-based server with twelve spinning disks to run database workloads. This is a refresh of the hardware that Cloudflare uses to run analytics provided big efficiency improvements.

Read the full blog post by Brian Bassett

Moving Quicksilver into production

We previously explained how and why we built Quicksilver. Quicksilver is the data store responsible for storing and distributing the billions of KV pairs used to configure the millions of sites and Internet services which use Cloudflare. This second blog post is about the long journey to production which culminates with Kyoto Tycoon removal from Cloudflare infrastructure and points to the first signs of obsolescence.

Geoffrey Plouviez takes you through the entire story of real-world engineering challenges and what it’s like to replace one of Cloudflare’s oldest critical components: read the full blog post here.

Building Black Friday e-commerce experiences with JAMstack and Cloudflare Workers

In this blog post, we explore how Cloudflare Workers continues to excel as a JAMstack deployment platform, and how it can be used to power e-commerce experiences, integrating with familiar tools like Stripe, as well as new technologies like Nuxt.js, and Sanity.io.

Read the full blog post and get all the details and open-source code from Kristian Freeman.

A Byzantine failure in the real world

When we review design documents at Cloudflare, we are always on the lookout for Single Points of Failure (SPOFs). In this post, we present a timeline of a real-world incident, and how an interesting failure mode known as a Byzantine fault played a role in a cascading series of events.

Tom Lianza and Chris Snook’s full blog post describes the consequences of a malfunctioning switch on a system built for reliability.

ASICs at the Edge

At Cloudflare, we pride ourselves in our global network that spans more than 200 cities in over 100 countries. To accelerate all that traffic through our network, there are multiple technologies at play. So let’s have a look at one of the cornerstones that makes all of this work.

Tom Strickx’ epic deep dive into ASICs is here.

Let us know your thoughts and comments below or feel free to also reach out to us via our social media channels. And because we talked about careers in the beginning of this blog post, check out our available jobs if you are interested to join Cloudflare.