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Discovering millions of datasets on the web

Across the web, there are millions of datasets about nearly any subject that interests you. If you’re looking to buy a puppy, you could find datasets compiling complaints of puppy buyers or studies on puppy cognition. Or if you like skiing, you could find data on revenue of ski resorts or injury rates and participation numbers. Dataset Search has indexed almost 25 million of these datasets, giving you a single place to search for datasets and find links to where the data is. Over the past year, people have tried it out and provided feedback, and now Dataset Search is officially out of beta.

Some of the search results for the query "skiing," which include datasets ranging from speeds of the fastest skiers to revenues of ski resorts.

What's new in Dataset Search?

Based on what we’ve learned from the early adopters of Dataset Search, we’ve added new features. You can now filter the results based on the types of dataset that you want (e.g., tables, images, text), or whether the dataset is available for free from the provider. If a dataset is about a geographic area, you can see the map. Plus, the product is now available on mobile and we’ve significantly improved the quality of dataset descriptions. One thing hasn't changed however: anybody who publishes data can make their datasets discoverable in Dataset Search by using an open standard ( to describe the properties of their dataseton their own web page.

We have also learned how many different types of people look for data. There are academic researchers, finding data to develop their hypotheses (e.g., try oxytocin), students looking for free data in a tabular format, covering the topic of their senior thesis (e.g., try incarceration rates with the corresponding filters), business analysts and data scientists looking for information on mobile apps or fast food establishments, and so on. There is data on all of that! And what do our users ask? The most common queries include "education," "weather," "cancer," "crime," "soccer," and, yes, "dogs".

Some of the search results for the query "fast food establishment.”

What datasets can you find in Dataset Search?

Dataset Search also gives us a snapshot of the data out there on the Web. Here are a few highlights. The largest topics that the datasets cover are geosciences, biology, and agriculture. The majority of governments in the world publish their data and describe it with The United States leads in the number of open government datasets available, with more than 2 million. And the most popular data formats? Tables–you can find more than 6 million of them on Dataset Search.

The number of datasets that you can find in Dataset Search continues to grow. If you have a dataset on your site and you describe it using, an open standard, others can find it in Dataset Search. If you know that a dataset exists, but you can't find it in Dataset Search, ask the provider to add the descriptions and others will be able to learn about their dataset as well.

What's next?

Dataset Search is out of beta, but we will continue to improve the product, whether or not it has the "beta" next to it. If you haven't already, take Dataset Search for a spin, and tell us what you think.

A fresh way to revisit your online finds in Google Search

Remember that chicken parmesan recipe you found online last week? Or that rain jacket you discovered when you were researching camping gear? Sometimes when you find something on Search, you’re not quite ready to take the next step, like cooking a meal or making a purchase. And if you’re like me, you might not save every page you want to revisit later. 

Today, we’re launching some changes to Collections in Search to make it easier to jump back into your task without digging through your search history. Last year, we created activity cards in Search to make your search history more useful, and to help you pick up where you left off. Using AI, Collections in the Google app and mobile web now groups similar pages you've visited from Search related to activities like cooking, shopping and hobbies. You can choose to save these suggested collections so you can come back to them later. 

These suggestions can be accessed any time from the Collections tab in the Google app (new on Android!), or through the side menu on the mobile web. And if you don't want Google to suggest collections for you, you can control this in your settings, which you can visit right from Collections in the Google app.

Once you have a collection, Google can help you make better, faster decisions by showing you what you might want to check out next. Based on what you’ve saved, you’ll see related content behind the “Find More” button within a collection.

There’s also a new collaboration feature that lets you share and work on a collection with others. For example, if you’re planning a party with friends, you might want to share the recipes you’re considering, or the decorations you want to use so you can make a decision together. When sharing a collection, you'll have the option to let others view it or to let others make changes. And you can always make it private again if you don't want to share it anymore. 

The ability to share or collaborate on a collection is rolling out now globally; the ability to see related content will launch in the coming weeks. Suggested collections will start to appear for U.S. English users this week. We’ll look to bring these features to more languages and regions over time.

Whether you're planning an event, plotting a garden renovation or tracking down tips for tidying up, jump start your next project with Collections. 

Improving 40 million Chromebooks for education

Editor’s note: This week, we’re at BETT in London, where you can visit us at booth SE30. If you’re #NotAtBett, follow along on Twitter and Facebook.

On the Google for Education team, we think a lot about how to make sure the technology we’re delivering and schools are using is sustainable. Devices shouldn’t have to be constantly refreshed or replaced after just a couple of years in the classroom. They should be used year after year and consistent updates should continue to expand functionality.

We launched Chromebooks 10 years ago to reimagine what personal computers could do, so we set out to create devices that champion speed, simplicity, and security. Thanks to feedback from administrators, we created the Chrome Education Upgrade, which allows IT admins working in schools to have more control over the hundreds of thousands of devices they manage. To make sure Chromebooks are packed with the latest and greatest and to build long-term value into each device, we automatically send security updates and features to devices every 6 weeks, and we work with Chromebook manufacturers to make sure schools get the most out of them.

We believe in making devices that are more sustainable and packed with features that empower teachers and students to get the most out of their teaching and learning while delivering value for schools around the world. So today, we’re sharing new updates to our Automatic Update Expiration date policy, new devices for 2020 with longer life and more capabilities including touch screens and improved UI, and a new price for the Chrome Education Upgrade.

Forty million students and educators now use Chromebooks, and we’re still listening to them every step of the way. 

Simplifying IT for schools

Chrome Education Upgrade unlocks the full capabilities of Chrome OS and frees up IT resources. When IT admins are given tools to streamline school management, they can work with teachers to simplify workloads. This means that students get more time and attention from educators. 

Managed access puts admins in control of what users can access and how the devices can be used. It simplifies device deployment with the help of a cloud-based command center where admins can manage settings and oversee all devices in their fleet.  It also provides advanced security controls, which allow IT admins to disable devices remotely, set up persistent enrollment to prevent unrestricted access or set data to remove at the end of each session.

Automatic updates are getting a refresh 

Today, we’re announcing changes to the Chrome OS Automatic Update (AUE) policy. Based on feedback from customers, Chromebook manufacturers and partners, we are now providing security and feature updates for a longer period.

Automatic updates provide important fixes for security, stability, and new features. With two copies of the operating system on each device, one can be silently updated without disrupting your work—or class! However, at a certain point, we can no longer push updates or guarantee a device’s hardware and security.

When we first launched Chromebooks, devices only received three years of automatic updates. Over the years, we’ve been able to increase that to over six. Last fall, we extended AUE on many devices currently for sale, in many cases adding an extra year or more before they expire. This will help schools better select which devices to invest in and provide more time to transition from older devices. 

And now, devices launching in 2020 and beyond will receive automatic updates for even longer. The new Lenovo 10e Chromebook Tablet and Acer Chromebook 712 will both receive automatic updates until June 2028. So if you’re considering refreshing your fleet or investing in new devices, now is a great time. For a full list of AUE dates, see the Automatic Update Expiration policy on our Help Center.

With 20+ new devices for education, extended years of automatic updates on more devices and more than 200 controls for admins and counting in Google Admin Console, Chromebooks can provide a stronger return on investment than ever before. To support this greater lifespan, we’ve increased the list price of the Chrome Education Upgrade from $30 to $38. You can purchase Chrome Education Upgrade through your reseller to manage your devices today.

The new and improved Google Admin Console

We recently rolled out improvements to the admin console, including 10 times faster page loads and search functionality. In Google Admin Console, you’ll see a new Devices page where you can search and filter by device, and see the Automatic Update Expiration dates for the devices in your school. All app management for users, browsers, managed guest sessions, and kiosks is now part of a single page where you can manage apps and extensions from the Google Play Store, Chrome Web Store, and self-hosting side by side. You can also pin websites to the taskbar on Chrome OS and provision progressive web apps (PWAs) for your users⁠—all you need to enter is the URL. And in the Settings page, you can manage native printing options more closely with new controls for setting defaults and restrictions on duplex, color and more.

New devices for 2020

Chromebooks are designed for enhanced learning, and the newest devices coming in 2020 are no exception.  

The ASUS Chromebook Flip C214 and Lenovo 500e Chromebook come with a rugged design, durable touchscreens, built-in styluses and a 360-degree hinge so students can create and explore in new ways. And with both a user-facing and a world-facing camera, students can collaborate in Hangouts Meet, then flip their screens around to shoot videos for class projects. 

Devices like the Pixelbook Go and the new Lenovo Chromebook 10e tablet give teachers and students access to tons of creative tools. Google Slides and Docs make it easy to work together with podcasting, video or coding apps, all of which can be found on the Chromebook App Hub

Unleash student creativity with Chromebooks

Editor’s note: This week, we’re at BETT in London, where you can visit us at booth SE30. If you’re #NotAtBett, follow along on Twitter and Facebook.

My favorite part about being on the education team here at Google is talking to teachers about how their classrooms are evolving and how Chromebooks give their students a voice in the world. For generations, “learning” meant memorizing and repeating other peoples’ ideas. Today, with the help of classroom computers and creativity apps, schools are reinventing themselves as studios for students to create and share their own ideas. Where students used to be limited to reading and writing, they can now design, record, compose, code, prototype, and share their ideas using a range of digital media tools. 

Today, we’re updating our collection of creativity apps for Chromebooks—tools for the next generation of authors, filmmakers, journalists, artists and boardroom visionaries to capture and broadcast their ideas to teachers, parents, and students around the world. 

Like every good toolbox, our collection offers a range of apps for students across all grades and subjects and is designed to help all types of learners express themselves in their own way:

In the collection are WeVideo, Book Creator, Infinite Painter, Squid, Soundtrap and Explain Everything.

This collection of six creativity tools comes with the ability to instantly deploy to thousands of students with our new app licensing system in Google Admin Console.

Video of Andy and Morgan talking about creativity apps for Chromebooks

Watch the video to learn more about the collection of creativity apps.

For students and teachers, this means no more usernames and passwords; every app in the collection uses Google Sign-In to quickly and securely confirm the user’s app license and unlock all features and content.

For school administrators, this means you don’t have to manually roster apps through spreadsheet uploads or server syncs. You simply turn app licenses on or off for organizations in your domain and monitor usage over time—all from Google Admin Console. When students change classes or move grades at the end of the year, app licenses return to the pool to be used by the next student. Finally, since schools can purchase app licenses from their Chromebook provider, you no longer have to approve new vendors or create new purchase orders for every app. 

Altogether, we hope our new app licensing system will save admins, teachers, and students both time and headaches—and put a whole lot of megaphones… er “creativity tools” into the hands of imaginative kids around the world. We can’t wait to see what you create.

All apps are licensed and managed with Google Admin Console.

Coming soon, you’ll be able to purchase these creativity apps for Chromebooks through your Chromebook provider. Stay tuned at for more information in the coming months.

To learn more about these apps and hear from teachers using them in the classroom, check out our playlist on YouTube. And for more on these apps and ideas on how to use them, check out the Chromebook App Hub.

If you’re an educational software developer and interested in participating in Google’s app licensing system, please fill out this form.

What's new on the Chromebook App Hub

Editor’s note: This week, we’re at BETT in London, where you can visit us at booth SE30. If you’re #NotAtBett, follow along on Twitter and Facebook.

In classrooms around the world, educators rely on Chromebooks to keep their students' data secure. Students like them because they are fast, easy to use and built for collaboration. And because documents are all stored in the cloud, students can share devices and access their work from anywhere. Most importantly, Chromebook apps and features help teachers customize their lessons for students.

New features in the Chromebook App Hub

When teachers customize learning experiences, students can learn in a way that works best for them. That’s why we created the Chromebook App Hub. 

The Chromebook App Hub lets educators and developers showcase and discover Chromebook apps and ideas for classroom activities. Since we launched the Chromebook App Hub, educators and developers have contributed over 270 apps and classroom ideas, and counting. 

Here are some new features that make it easier for educators to find what they need on the Chromebook App Hub: 

  • Search for your favorite apps and idea, and share them with other educators 

  • New filter options that allow teachers to search by class subject, device feature, and Google integrations to find the best app to enhance their lessons

  • 20+ apps optimized for Chromebook tablets, and the ability to filter apps by privacy laws like GDPR and COPPA

Better access to touch-based learning

Whether it’s tablets like the new Lenovo 10e, Chromebooks with touchscreens, or devices that work with styluses, educators are increasingly turning to touchscreen capabilities to support varied learning styles and encourage student creativity. 

And with the new filter functionality in the Chromebook App Hub, it’s now easier to find touch-optimized apps like: 

  • Canva for Education: With drag-and-drop design tools, classroom-friendly content and templates, teachers and students can use Canva to create posters, worksheets, infographics, reports and animated presentations.

  • Adobe Spark: With features like drag-and-drop and pinch-to-zoom, students can use Spark to easily create narrated videos, writing assignments, presentations, flyers, newsletters, portfolios, and web pages.

  • Nearpod: A student engagement platform with ready-to-run interactive lessons that are touch-optimized for Chromebooks and tablets. Within Google Slides, educators can incorporate Nearpod features, while the Google Chrome extension enables teachers to easily access the Nearpod library within Google Classroom. 

  • Kahoot: Create, host and play multiple choice quizzes. Teachers can take advantage of Google’s single sign-on for log-in and account creation as well as share homework challenges with students easily through Google Classroom.

Supporting diverse learners

The Chromebook App Hub includes apps that support learners with impaired vision or hearing, physical disabilities, and diverse learning styles.

Here are a few available: 

  • WriQ from Texthelp: With their own personalized mini dashboard, students can  track how long they can write for before stopping, and positive nudge notifications spur them to do better each day.

  • Clicker Apps, from Crick Software provide customizable support to emergent, developing, and struggling readers and writers. During Bett this year, Crick is also launching a brand new Clicker Writer app.

  • Scanning Pens: The ReaderPen reads scanned text aloud or via earphones, aiding learners who need extra reading support. Students can scan the text directly into a Google Doc with the scan-to-file feature and upload recorded audio onto a Chromebook or Android device to allow for easy access when reviewing.

  • Wizkids AppWriter: An all-in-one accessibility tool for Chrome that offers support with English as a Foreign Language (EFL), writing and pronouncing words in Modern Foreign Languages (MFL), and assists with everyday literacy needs. Now, AppWriter also  includes a new and intuitive speech-to-text synthesizer. Find out more during Bett and register for a free trial. 

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