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Our goal is simple: to give people the most relevant answers to their queries as quickly as possible. This requires constant tuning of our algorithms, as new content—both good and bad—comes online all the time.

Many of the changes we make are so subtle that very few people notice them. But in the last day or so we launched a pretty big algorithmic improvement to our ranking—a change that noticeably impacts 11.8% of our queries—and we wanted to let people know what’s going on. This update is designed to reduce rankings for low-quality sites—sites which are low-value add for users, copy content from other websites or sites that are just not very useful. At the same time, it will provide better rankings for high-quality sites—sites with original content and information such as research, in-depth reports, thoughtful analysis and so on.

We can’t make a major improvement without affecting rankings for many sites. It has to be that some sites will go up and some will go down. Google depends on the high-quality content created by wonderful websites around the world, and we do have a responsibility to encourage a healthy web ecosystem. Therefore, it is important for high-quality sites to be rewarded, and that’s exactly what this change does.

It’s worth noting that this update does not rely on the feedback we’ve received from the Personal Blocklist Chrome extension, which we launched last week. However, we did compare the Blocklist data we gathered with the sites identified by our algorithm, and we were very pleased that the preferences our users expressed by using the extension are well represented. If you take the top several dozen or so most-blocked domains from the Chrome extension, then this algorithmic change addresses 84% of them, which is strong independent confirmation of the user benefits.

So, we’re very excited about this new ranking improvement because we believe it’s a big step in the right direction of helping people find ever higher quality in our results. We’ve been tackling these issues for more than a year, and working on this specific change for the past few months. And we’re working on many more updates that we believe will substantially improve the quality of the pages in our results.

To start with, we’re launching this change in the U.S. only; we plan to roll it out elsewhere over time. We’ll keep you posted as we roll this and other changes out, and as always please keep giving us feedback about the quality of our results because it really helps us to improve Google Search.

Update April 11: We’ve rolled out this algorithmic change globally to all English-language Google users and incorporated new signals as we iterate and improve. We’ll continue testing and refining the change before expanding to additional languages. You can learn more on our Webmaster Central Blog.


Finally, on our International Women’s Day 2011 site, you can to donate to Women for Women International and more than 40 other incredible organizations working in the fields of women’s economic security, education, empowerment, equality, health and safety.

See you on the bridge on March 8!

Update 4:33PM: Added YouTube video.


In the past, you only had one way to specify your recipe searches—with the text you type into the Google search box. Now you can also filter search results based on your ideal ingredients, cooking time and calorie count using the recipe tools on the left hand side of the page. For example, I can now find vegetable biryani recipes (an Indian rice dish) that include cauliflower and take less than an hour to make:


We like to “eat our own dogfood” at Google—meaning we like to test our own products and features ourselves before releasing them for public consumption. With Recipe View, we’ve taken this more literally than usual. Here’s Google Chef Scott Giambastiani to demonstrate how he uses Recipe View to find great recipes for Googlers:



Recipe View is based on data from rich snippets markup, which we first introduced at Searchology in 2009. If you’re a recipe publisher, you can add markup to your webpages so that your content can appear with this improved presentation in regular Google results as well as in Recipe View. Recipe View is part of our ongoing efforts to enrich the search experience using structured data, and this release is an exciting technical milestone for our team since it’s first time we’ve built a brand new set of search tools based off of rich snippets data.

Recipe View is rolling out now in the U.S. and Japan, and we’ll be adding more countries in the future. We look forward to making further improvements and building more views so you can “slice and dice” your results for other types of searches as well. Bon appetit!


If you’re curious how your company could become more agile, efficient and innovative with better tools for teams to work together, read more about these updates on the Google Enterprise Blog.


Journalism is changing fast. And as news businesses experiment with new ways of creating and delivering journalism in the digital age, Google is keen to play its part on the technology side. Over the last year, we’ve been partnering with publishers around the world to develop technological solutions—including, most recently, One Pass—to find new and engaging ways of presenting stories online and to generate greater revenues.

As well as our focus on technological experimentation, we’re also investing at the grassroots level. Last October we announced that we would be giving $5 million in grants to non-profit organisations working on developing new approaches to journalism. At that time, we allocated around 40% of the total fund to the Knight Foundation in the U.S.

Today, we awarded a $2.7 million grant to the International Press Institute, based in Vienna, which will be used to sponsor the IPI News Innovation Contest. The contest seeks to find and fund breakthrough ideas that will have a lasting impact on the future of digital news in communities across Europe, the Middle East and Africa.

Grants will be awarded to both non-profit and for-profit organisations working on digital journalism initiatives, including open-source and mobile technology projects created by or for journalists and distributed in the public interest. From today until June 1, the IPI will invite proposals from around the region for projects devoted to online innovation in journalism, new economic models for news and training in digital reporting.

The IPI has a long tradition of working on innovation in journalism, freedom of expression and other important issues. We’re sure they’ll be able to find and advance some great digital journalism projects over the next couple of years—and we encourage anyone with innovative ideas, large or small, to apply for a grant from the IPI. In the meantime, we’ll continue to work with the news industry to help develop new projects, products and experiments that make it possible for journalism to thrive online.

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This time of year, everyone in the United States is starting to fill out—with varying levels of enthusiasm—our federal income tax forms. Yet, after we write our checks to the IRS, most of us don’t really know exactly where our money is going.

Fortunately, there’s a new online tool to help us find out. Last year, Andrew Johnson and Louis Garcia, two developers from Minneapolis, Minn., created a website called whatwepayfor.com that uses public data to estimate how our tax money is spent. You enter your income and filing status on the site, and it creates a formatted table of numbers showing your contributions to the federal budget—down to the penny:


We’re impressed by what the website uncovers. In 2010, for example, a married couple making $40,000 a year contributed approximately $14.07 to space operations, $6.83 to aviation security and $0.91 to the Peace Corps…and those are just a few of the hundreds of expenditures revealed on the site. As we spent time exploring all of these details, it got us thinking: how we could make the information even more accessible? So we created a simple interactive data visualization:


Click the image above to try the interactive version—it lets you drag the bubbles around, change the income level and so on. You can now look at the data in a new way, and it’s a little more fun to explore. Of course, there are lots of ways to visualize the data, and we’re very sure there are many talented designers and developers around the country who can do it even better than we have.

To make that happen, we’ve teamed up with Eyebeam, a not-for-profit art and technology center, to host what we’re calling the Data Viz Challenge. Andrew and Louis have built an API to let anyone access the data, so now you can choose how to display it. Could you create a better animated chart? Something in 3D? An interactive website? A physical display somewhere in the real world? We want you to show everyone how data visualization can be a powerful tool for turning information into understanding.

You can enter the challenge at datavizchallenge.org, where you’ll also find more information about challenge and the data. The challenge starts today and ends March 27, 2011, and is open to the U.S. only. The top visualization, as chosen by a jury, will receive a $5,000 award and a shout-out on the site and this blog. We’ll announce the shortlist on the week of April 11, and the winners on April 18, a.k.a. Tax Day.

If you’re a data viz enthusiast, we hope you’ll take a look at the data and build your own creative visualization. But even if you’re not, hopefully the results will help you appreciate what data visualization can do, and its usefulness in turning raw information—like federal income tax numbers—into something you can explore and understand.

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When I was in elementary school, I got two days off every February; one for George Washington and another for Abraham Lincoln. I remember classrooms were usually wallpapered with a potpourri of decorations left over from Valentine’s Day and token silhouettes of these two Presidents thumb-tacked to the bulletin board. My teachers would talk about the significance of the holiday during class but with lack of visuals to pique my interest, it was always hard to retain (and fully enjoy!) the information. With that in mind, we’re pleased to celebrate the President’s Day holiday in the U.S. by letting you go back in time to learn more about our past presidents in a visually fun and interactive way.

We’ve created a U.S. Presidents Showcase to map the birthplaces of all 44 presidents, and provide details about their presidential terms, using the Google Earth plug-in. You can also see the states that voted during each president’s election by clicking on the tours in the left column of the showcase.


Whether you’re a history buff or simply curious to learn more about U.S. presidents, we hope you enjoy exploring a little further using Google Earth. In addition to the U.S. Presidents map, educators can use some of our other resources in their classroom to explore more aspects of history. Here are a few ideas:
  • Explore the White House, Washington Monument, Lincoln Memorial and other historical monuments in 3D and have students explain how architecture is used to honor people, concepts and establishments
  • View a 3D model of Valley Forge National Park in Google Earth
  • View a copy of the Emancipation Proclamation signed by Abraham Lincoln and map the areas where slavery ended, as well as the areas that were not initially covered by this executive order
  • Discuss the famous painting “Washington Crossing the Delaware” by German American artist Emanuel Gottlieb Leutze and use the ruler tool in Google Earth to measure the width of the Delaware River
We hope you have fun exploring and learning a little more of the history behind the President’s Day holiday. And when you’re done, go out and enjoy your day off!

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Today we’re doing a little bit more to bring you all the goodness of Google, plus the opinions of the people you care about. As always, we want to help you find the most relevant answers among the billions of interconnected pages on the web. But relevance isn’t just about pages—it’s also about relationships. That’s why we introduced Google Social Search in 2009, and why we’ve made a number of improvements since then. Today we’re taking another step forward—enabling you to get even more information from the people that matter to you, whether they’re publishing on YouTube, Flickr or their own blog or website.

First, social search results will now be mixed throughout your results based on their relevance (in the past they only appeared at the bottom). This means you’ll start seeing more from people like co-workers and friends, with annotations below the results they’ve shared or created. So if you’re thinking about climbing Mt. Kilimanjaro and your colleague Matt has written a blog post about his own experience, then we’ll bump up that post with a note and a picture:

Social search results can rank anywhere on the page, and you’ll see who shared the result in the annotation underneath

Second, we’ve made Social Search more comprehensive by adding notes for links people have shared on Twitter and other sites. In the past, we’d show you results people created and linked through their Google profiles. Now, if someone you’re connected to has publicly shared a link, we may show that link in your results with a clear annotation (which is visible only to you, and only when you’re signed in). For example, if you’re looking for a video of President Obama on “The Daily Show” and your friend Nundu tweeted the video, that result might show up higher in your results and you’ll see a note with a picture of Nundu:

Now Social Search includes links people share on Twitter and other services

Third, we’ve given you more control over how you connect accounts, and made connecting accounts more convenient. You can still connect accounts publicly on your Google profile, but now we’ve added a new option to connect accounts privately in your Google Account. (After all, you may not want everyone to know you’re @spongebobsuperfan on Twitter.) In addition, if our algorithms find a public account that might be yours (for example, because the usernames are the same), we may invite you to connect your accounts right on the search results page and in your Google Account settings:

The new setting enables you to choose whether or not to show your connected accounts publicly on your Google profile

For an overview of Google Social Search and our new features, check out the explanatory video:



As always, you’ll only get social search results when you choose to log in to your Google Account. We’re starting to roll out the updates today on Google.com in English only and you’ll see them appear in the coming week. With these changes, we want to help you find the most relevant information possible, personalized to your interests and the people you care about. To learn more, check out our help center.

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Over the past two years, we’ve made public data easier to find, explore and understand in several ways, providing unemployment figures, population statistics and world development indicators in search results, and introducing the Public Data Explorer tool. Together with our data provider partners, we’ve curated 27 datasets including more than 300 data metrics. You can now use the Public Data Explorer to visualize everything from labor productivity (OECD) to Internet speed (Ookla) to gender balance in parliaments (UNECE) to government debt levels (IMF) to population density by municipality (Statistics Catalonia), with more data being added every week.

Today, we’re opening the Public Data Explorer to your data. We’re making a new data format, the Dataset Publishing Language (DSPL), openly available, and providing an interface for anyone to upload their datasets. DSPL is an XML-based format designed from the ground up to support rich, interactive visualizations like those in the Public Data Explorer. The DSPL language and upload interface are available in Google Labs.

To upload a dataset, click on the “My Datasets” link on the left-hand side of the Public Data Explorer. Once imported, a dataset can be visualized, embedded in external websites, shared with others and published. If you’re an official provider, you can request that your datasets appear in the Public Data Explorer directory; please contact us to discuss this process.


With this new capability, we hope more datasets can come to life through Public Data Explorer visualisations and enable people to better understand the world around them and make more informed, data-driven decisions. Stay tuned for more datasets, visualization features and DSPL extensions in the future.

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In an effort to foster a more open, transparent and accessible scientific dialogue, we’ve started a new effort aimed at inspiring pioneering use of technology, new media and computational thinking in the communication of science to diverse audiences. Initially, we’ll focus on communicating the science on climate change.

We’re kicking off this effort by naming 21 Google Science Communication Fellows. These fellows were elected from a pool of applicants of early to mid-career Ph.D. scientists nominated by leaders in climate change research and science-based institutions across the U.S. It was hard to choose just 21 fellows from such an impressive pool of scientists; ultimately, we chose scientists who had the strongest potential to become excellent communicators. That meant previous training in science communication; research in topics related to understanding or managing climate change; and experience experimenting with innovative approaches or technology tools for science communication. This year’s fellows are an impressive bunch:
  • Brendan Bohannan, Associate Professor of Environmental Studies and Biology, University of Oregon
  • Edward Brook, Professor, Department of Geosciences, Oregon State University
  • Julia Cole, Professor, Department of Geosciences, University of Arizona
  • Eugene Cordero, Associate Professor, Meteorology and Climate Science, San Jose University
  • Frank Davis, Professor, Landscape Ecology & Conservation Planning, University of California-Santa Barbara
  • Andrew Dessler, Professor, Atmospheric Sciences, Texas A&M University
  • Noah Diffenbaugh, Assistant Professor, Environmental Earth System Science, Stanford University
  • Simon Donner, Assistant Professor, University of British Columbia
  • Nicole Heller, Research Scientist, Climate Central
  • Brian Helmuth, Professor, Biological Sciences, University South Carolina
  • Paul Higgins, Associate Director, Policy Program, American Meteorological Society
  • Jonathan Koomey, Consulting Professor, Civil and Environmental Engineering, Stanford University
  • David Lea, Professor, Earth Science, University of California-Santa Barbara
  • Kelly Levin, Senior Research Associate, World Resources Institute
  • David Lobell, Assistant Professor, Environmental Earth System Science, Stanford University
  • Edwin Maurer, Associate Professor, Civil Engineering, Santa Clara University
  • Susanne Moser, Research Associate, Institute of Marine Sciences, University of California-Santa Cruz
  • Matthew Nisbet, Associate Professor, School of Communication, American University
  • Rebecca Shaw, Director of Conservation, The Nature Conservancy, CA Chapter
  • Whendee Silver, Professor, Ecosystem Ecology and Biogeochemistry, University of California-Berkeley
  • Alan Townsend, Professor, Ecology and Evolutionary Biology, University of Colorado
At our Mountain View, Calif. headquarters in June, the fellows will participate in a workshop, which will integrate hands-on training and facilitated brainstorming on topics of technology and science communication. Following the workshop, fellows will be given the opportunity to apply for grants to put their ideas into practice. Those with the most impactful projects will be given the opportunity to join a Lindblad Expeditions & National Geographic trip to the Arctic, the Galapagos or Antarctica as a science communicator.

Congratulations to all of the fellows! And we’ll keep you posted on more ideas and tools emerging for science communication.

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Location can be a powerful trigger of memories—from the Italian place in San Francisco where you went on your first date to the cabin you rented at Lake Tahoe with your roommates. For that reason, we thought it would be great to create a Valentine’s Day card that’s tied to a specific location. As long as there’s a place that means something special to you and the ones you love, mapping your valentine is a great way to make Valentine’s Day a little more special.


One of my favorite memories is from a family trip we took to Eilat in Israel (check out my awesome fashion sense, I’m on the far left...), so I sent my parents this card:


I hope you'll take a moment to remind the people you love of the places you've shared with them. Visit www.mapyourvalentine.com to get started.

Happy Valentine's Day from Google!

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We’re also hosting a wedding sweepstakes, so if you’re getting married in the next year you can enter for a chance to win $25,000 towards your dream wedding (see Official Rules). Plus, Michelle Rago and her team will advise the winning couple on location, flowers, food and other design elements to create a day that is uniquely their own. (Update March 29, 2011: The Google Dream Wedding Sweepstakes is closed and is no longer taking entries. Thanks for your interest.)

Visit google.com/weddings to start planning, or share the site with your favorite betrothed couple and help them on their way to wedded bliss.

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Has anyone you know ever lost control of an email account and inadvertently sent spam—or worse—to their friends and family? There are plenty of examples (like the classic "Mugged in London" scam) that demonstrate why it's important to take steps to help secure your activities online. Your Gmail account, your photos, your private documents—if you reuse the same password on multiple sites and one of those sites gets hacked, or your password is conned out of you directly through a phishing scam, it can be used to access some of your most closely-held information.

Most of us are used to entrusting our information to a password, but we know that some of you are looking for something stronger. As we announced to our Google Apps customers a few months ago, we've developed an advanced opt-in security feature called 2-step verification that makes your Google Account significantly more secure by helping to verify that you're the real owner of your account. Now it's time to offer the same advanced protection to all of our users.

2-step verification requires two independent factors for authentication, much like you might see on your banking website: your password, plus a code obtained using your phone. Over the next few days, you'll see a new link on your Account Settings page that looks like this:


Take your time to carefully set up 2-step verification—we expect it may take up to 15 minutes to enroll. A user-friendly set-up wizard will guide you through the process, including setting up a backup phone and creating backup codes in case you lose access to your primary phone. Once you enable 2-step verification, you'll see an extra page that prompts you for a code when you sign in to your account. After entering your password, Google will call you with the code, send you an SMS message or give you the choice to generate the code for yourself using a mobile application on your Android, BlackBerry or iPhone device. The choice is up to you. When you enter this code after correctly submitting your password we'll have a pretty good idea that the person signing in is actually you.


It's an extra step, but it's one that significantly improves the security of your Google Account because it requires the powerful combination of both something you know—your username and password—and something that only you should have—your phone. A hacker would need access to both of these factors to gain access to your account. If you like, you can always choose a "Remember verification for this computer for 30 days" option, and you won't need to re-enter a code for another 30 days. You can also set up one-time application-specific passwords to sign in to your account from non-browser based applications that are designed to only ask for a password, and cannot prompt for the code.

To learn more about 2-step verification and get started, visit our Help Center. And for more about staying safe online, see our ongoing security blog series or visit http://www.staysafeonline.org/. Be safe!

Update Dec 7, 2011: Updated the screenshots in this post.

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