Searching closer to home

Yesterday, my colleague, Amit Singhal, posted about the global trends revealed in our 2011 year-end Zeitgeist. In addition to looking broadly at topics from more than 40 countries around the world, the site included the most popular local terms from more than 30 major cities in the United States. Looking at these lists, I was surprised to see that, from city to city, almost all the terms across all the lists were related to local news, education, civic services or entertainment and activities. I wanted to take a minute to take a deeper dive into these specific local trends that you won’t see published in Zeitgeist.

In nearly every single U.S. city we looked at, the top ten local terms showed that people were using Google to find local news stations and learn more about educational organizations. Searches for school districts, universities and local libraries made the list in ten states, from the Hennepin County Library in Minneapolis, MN to the Chicago Public Library in Illinois. Pittsburgh, PA was the most media-hungry city in Zeitgeist this year, with all of their top 5 terms related to local news stations, while in New York City and Houston, TX, no news sources made the top ten lists.

The data also showed some interesting regional differences within single states as well. Orlando, FL was a leading city in terms of education, with related terms making up 40% of the list. But in Miami, less than 250 miles away, no education-related terms made the list. While local TV station WRAL came in at the top of the list in Raleigh, NC, people three hours away in Charlotte bumped the station to their #3 spot, behind the local Charlotte Observer, which came in at #1.

People in many U.S. cities were also using Google to connect with civic services, from the Maricopa County Assessor in Phoenix, AZ to the Cuyahoga County Auditor in Columbus, OH. We also saw many terms related to public transit and traffic, which was of particular interest to residents of Los Angeles, who put SigAlert, the California Highway Patrol’s traffic report site, as the #1 most popular local term. The city most concerned with getting out and about, though, was New York, where the top four search terms were all related to transportation, be it by subway, train or car.

With national unemployment in the United States above 9% for most of the year, there was a strong interest in unemployment and finding jobs locally. The term unemployment came up on lists in Kansas City, Philadelphia and Portland, OR, and in total more than ten of the 31 cities we looked at had a term related to unemployment or job-seeking on their list. In Detroit, MI and Houston, TX, the only two cities where two unemployment-related terms made the top ten, Google searchers were also taking initiative, looking at job posting sites like the Michigan Talent Bank or classifieds like Greensheets to try and find their next job online.

The local lists didn’t just reflect hard times. Nearly every city had a mall, fair, amusement park, sports team or other fun activity or destination in the top ten (the only holdout was Washington D.C.). Indianapolis, IN and Phoenix both had their respective lotteries in the number three spot—looks like lots of people there were feeling lucky! Across the country, Americans also looked for ways to relax, from restaurant week in Boston to the Lenox mall in Atlanta and Summerfest in Madison, WI.

The searches people make are a fantastic pulse on what is happening around the world and close to home. We pay attention to what you’re looking for so we can come up with new and better ways to help you find it, no matter where you’re searching from.

Zeitgeist 2011: How the world searched

This year marks our 11th annual look back at the searches that compose the year’s Zeitgeist—the spirit of the time. With Zeitgeist, we look at the most popular and the fastest rising terms—the terms with the highest growth in 2011—in many categories across many countries around the world. For our 2011 Zeitgeist site, we’ve improved the visualizations to make it easy to compare terms across categories, added detailed infographics for an immersive dive into the data and created a video overview of the search terms that captivated the world this year.



What were they? As it turns out, all around the world, we were excited for the weekend. Web celeb Rebecca Black was the #1 fastest rising query globally, as fans searched for information about the “Friday” singer. She wasn’t the only songstress to capture international attention this year: Adele made the fastest rising lists in over 15 countries spread across five continents, in addition to claiming a spot on our global list. Reality star Ryan Dunn, defendant Casey Anthony and tech luminary Steve Jobs also made our list, as people of interest took five of the top 10 spots.

When looking at the data, it is fascinating to see the cultural fads and trends that took over the globe, from cupcakes (making top food lists in over a dozen countries) to the Dukan diet and high-profile weddings, but Google was used for much more than staying up to date on the sisters Middleton and Kardashian. From local celebrities in Finland to Singaporeans looking for news on the revolutions in Egypt and Libya half a world away, people turned to Google to learn more about what was happening on the world stage. It wasn’t just the man-made moments that topped the charts this year, but also the natural disasters that literally shook the world, from Hurricane Irene in the U.S. to the earthquakes in Christchurch and Japan.

Terms related to the Japanese earthquake showed up on lists from almost half of the countries included in the 2011 Zeitgeist, including Japan, where 地震 (earthquake) topped the country’s fastest rising list, and our global list, where 東京 電力(TEPCO, owners of the Fukushima Daiichi power plant), became the first non-Latin term to ever make our global fastest-rising list. In addition to news about what had happened, people around the world also looked for ways to give: In the U.S., the top three searches related to charitable giving were about helping Japan.

I love search, and to me, it’s exciting to learn more about people in other countries by looking at what they search for—from the most searched for Swiss mountain peaks in Switzerland to soccer terms in Argentina and the stuff of Italian dreams. As the proud owner of a Miniature Schnauzer, I was pleased to see that dogs always beat cats on lists of popular pets, but was surprised to learn that in Russian the most searched for pet was pygmy giraffes (which don’t really exist but are very cute) and in the U.S., sugar gliders made the list.

We hope you enjoy learning more about what people around the world and in your country were searching for in 2011.

The next stage in our redesign

Six months ago we started rolling out a new look and feel for Search, News, Maps, Translate, Gmail and a bunch of other products. Our goal was to create a beautifully simple and intuitive user experience across Google.

We’re now ready for the next stage of our redesign—a new Google bar that will enable you to navigate quickly between our services, as well as share the right stuff with the right people easily on Google+.


Instead of the horizontal black bar at the top of the page, you’ll now find links to your services in a new drop-down Google menu nested under the Google logo. We’ll show you a list of links and you can access additional services by hovering over the “More” link at the bottom of the list. Click on what you want, and you’re off.

To find out more about the new Google bar, take a look at this video or read our Help Center article.



Making navigation and sharing super simple for people is a key part of our efforts to transform the overall Google experience, which is why we’re very excited about this redesign. Enjoy!

The evolution of search in six minutes

This summer we posted a video that takes a peek under the hood of search, sharing the methodology behind search ranking and evaluation. Through this methodology, we make roughly 500 improvements to search in a typical year. As we often discuss, that’s a lot of change, and it can be hard to make sense of it all.

Following up on our last video, we wanted to share with you a short history of the evolution of search, highlighting some of the most important milestones from the past decade—and a taste of what’s coming next.


Our goal is to get you to the answer you’re looking for faster and faster, creating a nearly seamless connection between your questions and the information you seek. That means you don’t generally need to know about the latest search feature in order to take advantage of it— simply type into the box as usual and find the answers you’re looking for.

However, for those of you looking to deepen your understanding of how search has evolved, the video highlights some important trends:
  • Universal Results: With Universal Search—which returns results like images, videos, and news, in addition to webpages—we’re helping you find all different kinds of information in the same place. We’ve continued to make search more comprehensive, enabling you to find products, places, patents, books, maps and more.
  • Quick Answers: Today on Google you’ll find more than just a list of links to websites. You’ll find Quick Answers at the top of the page for a wide variety of topics, including flight times, sports scores, weather and dozens more. As our technology gets better, we’re beginning to answer harder questions for you, right on the search results page.
  • The Future of Search: We’ve also been focused on developing faster ways to search and save time, whether we’re shaving seconds off searches with Google Instant or helping you search from your phone with Voice Search. Searching should be as easy as thinking, and the future looks bright!
As part of making the video we also created a timeline of search features. It’s not the first timeline we’ve done, but I think this one does a nice job of categorizing the different kinds of Universal Results and Quick Answers we’ve added over the years:

The timeline depicts the approximate dates when we launched particular search feature enhancements. You can also download a larger image by following this link.
It’s been exciting to be part of the evolution of search over the past decade, and we’re thrilled about what’s in store next. If the past is any indication, we don’t know what search will look like in 2020, but we wouldn’t be surprised if it looks nothing like it does today.



(Cross-posted on the Inside Search blog)

Ten algorithm changes on Inside Search

We make roughly 500 changes to our search algorithm in a typical year. Our goal is to make search run so smoothly, you don't even notice the changes. That said, we like giving you insights into what we're doing behind the search results you see each day. Today on Inside Search, we've posted a recap of some of the algorithmic changes we’ve made over just the past couple weeks. These changes improve everything from translation, to snippets to autocomplete. For the complete list including descriptions of the changes, check out the post on the Inside Search blog.

Powering a new job search engine for military veterans

(Cross-posted on the Inside Search blog and the Public Policy blog)

Earlier today, President Obama spoke about the importance of helping returning military veterans find work. Thousands of businesses have committed to hiring military veterans and families and as part of this nationwide effort, starting today, job seekers can visit the National Resource Directory (NRD) to search more than 500,000 job openings from employers around the country.


We have been working with the U.S. Department of Veterans Affairs to provide a customized job search engine for the NRD, using Google Custom Search technology. This custom search engine uses the power and scale of Google search to constantly crawl the web, looking for JobPosting markup from Schema.org on sites like simplyhired.com to identify veteran-committed job openings. An employer can easily add a job posting to NRD simply by adding that markup to their own web page. As pages are updated or removed from the web, they’re automatically updated and removed from the system, keeping the available job postings on NRD fresh and up to date.

If you’re an employer, you can find more information on how to participate on nationalresourcedirectory.gov. In addition, organizations such as local veterans' groups can help people find jobs by adding a veteran-committed jobs search box to their websites.

We’re happy to contribute to this important initiative and hope businesses use this opportunity to connect with veterans seeking employment.

Giving you fresher, more recent search results

Search results, like warm cookies right out of the oven or cool refreshing fruit on a hot summer’s day, are best when they’re fresh. Even if you don’t specify it in your search, you probably want search results that are relevant and recent.

If I search for [olympics], I probably want information about next summer’s upcoming Olympics, not the 1900 Summer Olympics (the only time my favorite sport, cricket, was played). Google Search uses a freshness algorithm, designed to give you the most up-to-date results, so even when I just type [olympics] without specifying 2012, I still find what I’m looking for.

Given the incredibly fast pace at which information moves in today’s world, the most recent information can be from the last week, day or even minute, and depending on the search terms, the algorithm needs to be able to figure out if a result from a week ago about a TV show is recent, or if a result from a week ago about breaking news is too old.

We completed our Caffeine web indexing system last year, which allows us to crawl and index the web for fresh content quickly on an enormous scale. Building upon the momentum from Caffeine, today we’re making a significant improvement to our ranking algorithm that impacts roughly 35 percent of searches and better determines when to give you more up-to-date relevant results for these varying degrees of freshness.
  • Recent events or hot topics. For recent events or hot topics that begin trending on the web, you want to find the latest information immediately. Now when you search for current events like [occupy oakland protest], or for the latest news about the [nba lockout], you’ll see more high-quality pages that might only be minutes old. 
  • Regularly recurring events. Some events take place on a regularly recurring basis, such as annual conferences like [ICALP] or an event like the [presidential election]. Without specifying with your keywords, it’s implied that you expect to see the most recent event, and not one from 50 years ago. There are also things that recur more frequently, so now when you’re searching for the latest [NFL scores], [dancing with the stars] results or [exxon earnings], you’ll see the latest information. 
  • Frequent updates. There are also searches for information that changes often, but isn’t really a hot topic or a recurring event. For example, if you’re researching the [best slr cameras], or you’re in the market for a new car and want [subaru impreza reviews], you probably want the most up to date information. 
There are plenty of cases where results that are a few years old might still be useful for you. [fast tomato sauce recipe] certainly saved me after a call from my wife reminded me I had volunteered to make dinner! On the other hand, when I search for the [49ers score], a result that is a week old might be too old.

Different searches have different freshness needs. This algorithmic improvement is designed to better understand how to differentiate between these kinds of searches and the level of freshness you need, and make sure you get the most up to the minute answers.

Update 11/7/11: To clarify, when we say this algorithm impacted 35% of searches, we mean at least one result on the page was affected, as opposed to when we've said noticeably impacted in the past, which means changes that are significant enough that an average user would notice. Using that same scale, this change noticeably impacts 6 - 10% of searches, depending on the language and domain you're searching on.



(Cross-posted on the Inside Search blog)

A prima ballerina vs. some very angry birds: this year’s Halloween search trends

The pumpkins are carved, the spiderwebs are hanging,
Kids and their pets are door-to-door banging,
Witches on their brooms and owls on their perches,
Let’s take a look at some Halloween searches.


Halloween searches are some of our favorite trends to look at all year. Using Insights for Search and some internal data, we took a peek at which costumes and candies are on top in the United States.

This year seems to be about the battle of the birds. Searches for [angry birds costume], based on the game phenomenon that has so many of us addicted, have been steadily rising in 2011, and we’re seeing 10 times more search volume this year than last. But as of mid-October, the Angry Birds were overtaken in search by [black swan costume]. The Darren Aronofsky ballet drama seems poised to be the most popular costume idea by All Hallows Eve, with related searches for everything from [black tutu] to [black corset]. Some are even looking to be the alter ego [white swan].


Meanwhile, search data doesn’t seem to show that anyone is too anxious to be the object of the Angry Birds’ rage—at least not independently from their sworn enemies. Although [angry birds costume] is one of the top 10 fastest-rising searches related to [pig costume] over the last 90 days, another three are focused on a much sweeter piglet, the cartoon favorite Olivia.


Birds aside, this year’s fastest rising costumes in the U.S. overall are inspired by a variety of sources from pop culture over the past year, including TV shows—[pan am], [wilfred]—movies—[smurfette], [tron], [captain america]—pop music—[nicki minaj]—and more [monster high].

In fact, we may have a battle of the pop goddesses on our hands as well as a battle of the birds. During 2009 and 2010, homegrown Lady Gagas were trick-or-treating throughout the country, but while Lady Gaga still rules the music charts, she’s a far less popular costume choice this year than in 2010:


And although overall in 2011 [lady gaga costume] leads [nicki minaj costume] in search volume, right now they’re neck and neck:


We’d be lying if we weren’t hoping that at least a few Minaj fans out there choose to pay tribute to her by dressing up as uberfans eight-year-old Sophia Grace and her cousin, the two little girls who blew away YouTube viewers with their performance of “Super Bass.”

Speaking of YouTube, Halloween doesn’t fall on a Friday this year, but that’s not stopping people from dressing up as Rebecca Black:


Even if you don’t want dress up as a YouTube star, YouTube can still help you create your Halloween costume. Head on over to the YouTube Blog for video tutorials and other inspiration.

Lest you think Halloween is just for humans, take a look at the huge amount of searches for [dog costume]. In terms of get-ups actually intended for canines, ewoks and dinosaurs are the fastest-rising related searches. But two of the top five rising searches in 2011 related to [dog costume] are a little quirkier: at least a few people out there may dress up as the eponymous character from FX’s “Wilfred” show, about a dog, and a man who sees the dog as a man dressed in a dog suit. Kinda meta.


Turning from costumes to the other traditions of this holiday, searches for [haunted house] and [pumpkin patch] are both spiking right now, but there seems to be greater interest in spooky thrills than in finding that perfect pumpkin to carve. Maybe spiderwebs and peeled-grape eyeballs are a less scary proposition than running into the [great pumpkin] (from the classic movie which, incidentally, celebrates its 45th birthday this Halloween).


Everyone has a sweet tooth this time of year, but [candy corn] is remains the undisputed king of people’s cravings. In the last 30 days, search volume is nearly twice as high for [candy corn] than for other candy choices:


Per capita, Alabama is searching the most for [candy corn] this year. Here are the states that searched the most for a few other Halloween sugar staples (and some newcomer treats):
  • Candy apples - Rhode Island
  • Gummy worms - Wisconsin
  • Kosher candy - New York
  • Sugar free candy - Kentucky
  • Gluten free candy - Oregon
  • Candy bars - Utah
  • Organic candy - Colorado
When trick or treating, there’s always that one house that insists on making Halloween healthy—but luckily for us, those are few and far between. Over the last 30 days, there is almost two and a half times more search volume for [candy] than for [apples]. The classic game of bobbing for apples, however, it still going strong, spiking dependably every October.

Whether you’re dressing up as an elegant avian ballerina or a brightly-colored roly-poly bird in a slingshot, we hope you have a spootakular Halloween!



(Cross-posted on the Inside Search Blog)

It’s a beautiful day for some baseball...searches, that is

These days, thanks to the movie “Moneyball,” everyone is talking about evaluating baseball through the lens of data and statistics. As the World Series matchup between the Texas Rangers and the St. Louis Cardinals begins, we thought: why not take a look at what the search data says about the players, managers and other aspects of the 2011 baseball postseason?

Let’s start with the teams themselves. The Cardinals are more popular in search than the Rangers. Perhaps that’s because the Redbirds—not your typical underdogs with 10 World Series titles and 18 pennants—were 10 games back from the NL Wild Card in September, and have since overpowered the regular season’s best Phillies, then their division mates the Brewers to win the NLCS last weekend. The Rangers are in the World Series for the second year in a row, still without a title to their name; yet searches were higher in the last months for the team they defeated in the ALCS, the Detroit Tigers, who saw an even steeper increase in search interest than the Cardinals.

The Cards are known first and foremost for their hitting, but Chris Carpenter overtook first baseman Albert Pujols for a period earlier this month after the former pitched a complete game against Philadelphia to advance his team to the NLCS.


Meanwhile, the Cardinals’ breakout star, hometown hero and NLCS MVP David Freese is (as recently as our data goes) an underdog in search—outpaced in the first half of the month not only by Pujols and Carpenter but by other slugging teammates like Lance Berkman and Matt Holliday.


On the AL side, searches for the Rangers’ Nelson Cruz were below those for teammates Adrian Beltre, Ian Kinsler and Josh Hamilton until October 11, when he hit the first-ever postseason walkoff grand slam, took his team to an early lead in the series against Detroit and himself to the lead in searches (for a while) as well as the MVP title.


Matching up the Rangers and Cardinals top players, we find that Albert Pujols is the subject of nearly double as many searches as Josh Hamilton. And as of October 12, Nelson Cruz had double the searches of David Freese—we’re guessing that’s changed a bit since Freese was named MVP on Sunday. We have our eye on the data to see how these player matchups go over the course of the series.

Famous (or infamous, depending on who you ask) St. Louis manager Tony LaRussa, who had an entire book written about his shrewd game strategy back in 2005, is more searched for than Texas manager Ron Washington, who’s been at the helm since the 2007 season. But neither is as popular in search as Texas owner and Hall of Famer Nolan Ryan.


As always, there were some twists during this year’s playoffs, starting with the rally squirrel—a big hit in St. Louis. The rally squirrel made two live appearances during the Phillies/Cards series, including one in which he (or she) ran across home plate and distracted Phillies pitcher Roy Oswalt. The Cardinals ended up winning, and the rally squirrel’s likeness has since shown up in the stadium on T-shirts, towels and homemade signs. Perhaps the squirrel had a hand in helping the Cardinals overpower the Brewers and their “beast mode,” too.


While the World Series is on our mind, we’re also starting to plan our Halloween costumes. Luckily, we can recycle from last year: Brian Wilson of the San Francisco Giants—the 2010 MLB champions—is still a hot Halloween costume choice.

Finally, although starting tonight all eyes will be on the Rangers and the Cardinals, neither team appears on the list of most-searched teams in 2011 so far. According to search data, fan favorites this year were the New York Yankees, the Boston Red Sox, the Philadelphia Phillies, the Chicago Cubs and the Atlanta Braves. The Yankees and Phillies went out in the first round of the playoffs, while the Braves and Sox both failed to claim hold of a wild card spot in waning days of the regular season.

With sunflower seeds in hand, we’ll keep our eyes out over the next few days to see which of these two World Series teams will finally get their chance in the national—and search—spotlight. Having spent summers traveling up to Busch Stadium for games, I know who I’ll be rooting for!




(Cross-posted on the Inside Search Blog)

Making search more secure

We’ve worked hard over the past few years to increase our services’ use of an encryption protocol called SSL, as well as encouraging the industry to adopt stronger security standards. For example, we made SSL the default setting in Gmail in January 2010 and introduced an encrypted search service located at https://encrypted.google.com four months later. Other prominent web companies have also added SSL support in recent months.

As search becomes an increasingly customized experience, we recognize the growing importance of protecting the personalized search results we deliver. As a result, we’re enhancing our default search experience for signed-in users. Over the next few weeks, many of you will find yourselves redirected to https://www.google.com (note the extra “s”) when you’re signed in to your Google Account. This change encrypts your search queries and Google’s results page. This is especially important when you’re using an unsecured Internet connection, such as a WiFi hotspot in an Internet cafe. You can also navigate to https://www.google.com directly if you’re signed out or if you don’t have a Google Account.

What does this mean for sites that receive clicks from Google search results? When you search from https://www.google.com, websites you visit from our organic search listings will still know that you came from Google, but won't receive information about each individual query. They can also receive an aggregated list of the top 1,000 search queries that drove traffic to their site for each of the past 30 days through Google Webmaster Tools. This information helps webmasters keep more accurate statistics about their user traffic. If you choose to click on an ad appearing on our search results page, your browser will continue to send the relevant query over the network to enable advertisers to measure the effectiveness of their campaigns and to improve the ads and offers they present to you.

As we continue to add more support for SSL across our products and services, we hope to see similar action from other websites. That’s why our researchers publish information about SSL and provide advice to help facilitate broader use of the protocol. We hope that today’s move to increase the privacy and security of your web searches is only the next step in a broader industry effort to employ SSL encryption more widely and effectively.