good data visualization examples

This is the perfect example of a good data visualization. Less IT headaches with no installation or infrastructure to manage, analytics built for the cloud. For example, you can see that India on number 2 in population growth, but on number 3 in internet users growth, but number 2 in mobile users growth worldwide. If I had to give it a theme it would be – “You can’t predict hurricanes” which doesn’t seem like a new fact. Weather around the world. The makers rated the team based on Elo, a measure of strength based on game-by-game results. This data visualization compiles information related to the world’s biggest data breaches across a wide range of industries. here are 10 UX best practices to build a dashboard based on data visualization. In the visual below, the satellites are sized according to their launch mass and are colored by their country. Chaque mois, vous recevrez notre newsletter et d’autres supers contenus! A Day in the Life of Americans. Data Visualization Collection A; or. This data visualization was created using data provided by NYC Open Data. However, it’s also important we consider the less effective ways to go about data visualization so you know what to avoid — so, let’s cover some bad examples next. Oh yeah! And when you’re lost in information, an information map is kind of useful. Our culture is visual, including everything from art and advertisements to TV and movies. But there is also a strange undercurrent of bad graphics, many of which commissioned from other sources, and often published in the New York Times Magazine. 4 hrs. Necessary cookies are absolutely essential for the website to function properly. As you can see from the visual below, the visuals for each candidate show relationships that stem back decades related to previous campaigns, administrations, and other organizations. Originality: types of data, that seem unrelated at first glance, are collected and displayed in a way that offers readers a new perspective on the subject. This data would have better been presented with a bar chart. Suite 46873 There’s a good chance that you’ve seen the data visualization that I picked for my second example. This visualization offers a step-by-step explanation of the storyline, guiding readers through each “dream level” of the film. 2. But beyond their craft they are also educators who advance a dialogue on best practices and principles for what I like to call empirical storytelling. As an interactive journalist at The Times newspaper, my job is to make interesting and engaging data visualization for our readers to help further explain a news story. Your email address will not be published. NY Times: The Best and Worst of Data Visualization. Colour: to draw the reader’s attention to the most important pieces of information, clear and easy-to-understand color palettes are used. Data visualization 1. It’s never been easier to create beautifully compelling visuals from raw data. Narratives 2.0 visualizes music. AI Educator. Data visualization offers a fun new perspective on content that may initially seem uninteresting or incomprehensible. The dots you see below actually move to different areas in the diagram based on time of day. Though data visualization is most frequently used in a professional context, such as reporting in various different fields, some visualizations offer a glimpse into data related to pop culture and everyday subjects. Toucan Toco was created in 2014 by Charles Miglietti, Kilian Bazin, Baptiste Jourdan and David Nowinsky. The original image can be viewed here. It’s a forecast made by supercomputers that is updated every 3 hours. Allowing Google’s Cole Nussbaumer to provide a friendly reminder of what data storytelling actually is, it’s straightforward, strategic, elegant, and simple. Some of the best and most beautiful examples of data visualizations are hundreds of years old (like Florence Nightingale's Crimean War Mortality chart) and some are being made today by talented storyteller-analysts. 21. This data visualization from Slate provides a quick look at the complex relationships between countries and groups fighting in Syria. Big data hides a story (like a trend and pattern). The data presented here is a direct reflection of concepts from everyday life. In this data visualization, you can see data is information that creating knowledge. This data visualization was made using data compiled by the Union of Concerned Scientists. Entertaining and user-friendly data visualizations can also be used in a professional context. One of the easiest, clearest ways to communicate a message with data visualization is to through headings and keys. Regardless, it’s time we had a round-up of some of the most visually stunning complex data sets out there. 0%. When it comes to presenting your data, especially to c lients, it’s always good to use visualization tools that can help bring out the scope and purpose of your work. I looked on the internet for the issue and found most individuals will go along with with your website. You’re on our list Chaque mois, vous recevrez notre newsletter et d’autres supers contenus! 16. How the Recession Reshaped the Economy, in 255 Charts. You can use the interactive parts of this visualization to see total amounts proposed for individuals sections and to learn more information about each section. 3. Infectious Diseases and The Impact of Vaccines. An interactive experience blows away legacy methods like Excel and Powerpoint, software which companies, non-profits, and governments have relied on too long to communicate their data. You need to find something that connects with your data, wherever it lives. No credit card required. No data visualization tool is good enough to justify a massive migration. It is an interactive resource that can be used to show how breaches occurred, how many records were lost or compromised, and the type of organization. Required fields are marked *. If you deal with data regularly, it is a good idea to know as many cool visualization techniques as possible. Data Visualization Collection B; Links to the separate collections can be found in Code Studio. Home Uncategorized good and bad data visualization examples. They help us understand the tremendous scope of these projects, and the challenging work of geographers at the beginning of the last century. The visualization shows satellites in low earth orbit, medium earth orbit, geostationary orbit, and high earth orbit. Here, the artist uses the grammatical structure of opening sentences from well-known works such as The Phantom of the Opera, Robinson Crusoe and Robin Hood, as well as the length and rhythm of the words, to create a diagram in the form of a constellation for each sentence. Visualization #7 is a good example of this. Below are 16 examples of data visualization, split into two major sections: interactive and static data visualization. These seven examples show us that the only real limit is your imagination! This data visualization from the Wall Street Journal illustrates how the introductions of vaccines impacted the prevalence and widespread presence of certain infectious diseases. For example, for time-series data, set an appropriate scale where a series of data points are graphed in time order. We can quickly identify red from blue, square from circle. 8 Lessons. All of these data visualizations include the following features : All of these visualizations are also very informative. A good data visualization tells a story to the audience, using language and ideas that they understand. Now following data visualization (sample) is a great example of informative reports and dashboard. Data visualization has grown more complex as the number of data points brought into the mix has increased. Your email address will not be published. It combines literature and astronomy in an extremely original way: the first sentence of a literary work is always unique. As a business owner, entrepreneur, or manager of a team, you can’t afford to try to persuade or educate people using raw data alone. The Atlantic, in cooperation with AthenaHealth, produced “Population Healthier” as an in-depth report on an alternative approach to healthcare and medicine: community health. These examples demonstrate the fundamental conflict in data visualization: Finding a balance between ingenuity and comprehension; visual acrobatics and accuracy. To create this data visualization on dog popularity, the makers “examined data on intelligence, longevity, genetic ailments and other markers to create a “data-score” and then plotted it against public popularity of various breeds, according to the American Kennel Club.”Â. Data visualization and information design is the type of work that takes a long time to complete. Charles Miglietti, co-founder @toucantoco. Instructor. This data visualization from the New York Times presents a comprehensive and detailed look at how the Recession reshaped the economy. Examples of Interactive Data Visualization 1. Data Visualization. Distribute: Worksheet - Data Visualization Scorecard - Worksheet (There is a link to the worksheet in Code Studio, but this is one you probably want printed out.) 11. Visualization Explorer for Every Major Film 2008-2015. Let us know in the comments section below.Â, Want to make your own customized Google map with pins using location data from your business? The visualization uses measurements from over 70-some years and across all 50 states. This website uses cookies to improve your experience while you navigate through the website. It’s a fairly meaty presentation of data The Pew Research Center compiles from public opinion surveys and demographic and economic analyses. In summary: it allows us to learn a lot about a key topic, in a short amount of time! BI analytics in the cloud. For example, text that suggests to “Approve” or “Deny” the claim—whereas tactical decisions may justify a more complex … Data visualization can take many different forms – though most are aesthetically pleasing, they are usually static images. Begin today! Powerful examples of data visualization 1. This simple, colorful and interactive data visualization offers a detailed explanation of the film’s complex plot. The science of fracking has been butchered by politicians on both sides. This visualization shows how various different geographers worked to map the world, from 1915 to the present day. This data story is a good example of being closer to the informative than persuasive. Data visualization ”refers to transforming figures and raw data into visual objects: points, bars,“ line plots, maps, etc. This data visualization shows the presence and expansion of ISIS in the middle east. If tracking a particular metric over a specific timespan is your main goal, a line chart is probably your best option. The image features the same types of entertaining elements as in previous examples: colorful dashboards and indicators, as well as a humorous depiction of impactful information. In this visualization the Pew Research Center aims to help illustrate how our nation is changing over time in an effort to forecast the challenges we may face in the near future. See what Maptive users have to say about our software. In another data visualization from the New York times, we get a glimpse of how family income can predict the likelihood of a child from that family attending college. The data visualization should be designed to align with the frequency of the decision making. many data visualization and business intelligence tools, Infectious Diseases and The Impact of Vaccines, Interactive Visualization of NYC Street Trees, Interactive Millennial Generation Diversity Map, Visualization Explorer for Every Major Film 2008-2015, How the Recession Reshaped the Economy, in 255 Charts, How Family Income Predicts Children’s College Chances, How Much of Your Life the United States Has Been at War, Connecting the Dots Behind the 2016 Presidential Candidates, Setting the Record Straight on Fracking and Earthquakes, Sales Data Analysis: How to Use Data to Maximize Your Results, What is a Thematic Map? Data visualization is an interdisciplinary field that deals with the graphic representation of data.It is a particularly efficient way of communicating when the data is numerous as for example a Time Series.From an academic point of view, this representation can be considered as a mapping between the original data (usually numerical) and graphic elements (for example, lines or points in a chart). Type in the name of a band, artist, movie, director or actor and liveplasma will show you related people, bands or movies.Tuneglue is another music visualization serv… Instead, you need to present your data in a way that people can quickly examine and understand. Example 5: People are Interesting, Not Numbers. In this visualization, Max Galka shows that wastewater disposal is the root cause of most induced earthquakes, not fracking. that are used to represent information and data. This data visualization shows the complex networks behind the 2016 presidential candidates. This resource can be used to see and compare things such as worldwide gross budget vs. budget and actual budget recovered. What is a Target Customer and How Do You Find Them? Find out why Maptive is the most powerful mapping tool on the market. The good examples of data visualization above are great to reference while you develop your approach. We also use third-party cookies that help us analyze and understand how you use this website. You wouldn’t want just to show data files or code, rather a neat set of graphs to make your story seem more plausible and lucid. The movie’s hero, Cobb, is an “extractor”, an agent that can enter someone’s dreams and learn their secrets, who collaborates with others on industrial espionage missions. Juxtaposition scales comparisons across larger datasets; however, it is difficult to precisely compare visualizations that are far apart. Try Maptive free today.Â. Just know about them and practice them a couple of times so that whenever necessary you can pull up from google, documentation, or some articles like this one. Good Data Visualization Examples Show Trump’s Presidency Gets More Normal. Make great data visualizations. Data visualization is another form of visual art that grabs our interest and keeps our eyes on the message. San Francisco, CA 94104, All rights reserved © Maptive © 2020 Privacy Policy | Terms of Service |Sitemap. But remember, you do not need to memorize them. The New York Times uses some of the best information graphics and visualizations on its web site and in the printed paper. These offer a new perspective on these artists, sorting them by the colors used rather than by art movement. This is true for many data viz examples on this list, but one especially memorable is Symbolikon. Just Results. The dots you see below actually move to different areas in the diagram based on time of day. Ready to feel inspired? Storytelling with data visualization is a valuable skill to understand and develop. When we see a chart, we quickly see trends and outliers. Line charts are one of the most common types of data visualization and have been around for a long time - for good reason. Bad Data Visualization Examples . Your Progress. Readers can quickly learn about the information at hand. nice way to make people understand some basics of data visualisation.people would love to learn a whple course from your organisation.thank you. Indicators: These show the hierarchy and organization of a collection of data on a given subject. This animated presentation shows wind, weather, and ocean conditions across the globe. I generally think of a date sequence like months or years. Cluster Maps: What Are They And How Do They Work? This data visualization from FiveThirtyEight shows the history of the NFL by teams. On the right is a single legend — Highlight Segment — that shows the legend for the … According to the article, here are the three most important takeaways from this visualization: In this presentation from Nikon, we see the relative sizes of objects arranged on a single scale. The chart below is an example of using the wrong chart type for a data visualization. It’s storytelling with a purpos… The green faces represent friends, the red represent enemies, and the yellow represent the gray areas. Look for products that clearly explain how to manage and connect data sources. Clear Headings and Keys. This data visualization from FlowingData analyzed and illustrated microdata from the American Time Use Survey from 2014. The good, the bad, and the biased: Five ways visualizations can … This data visualization illustrates data compiled from over 1000 major Hollywood films of the last eight years. Maptive uses cookies to improve your experience with our software and websites. Alexis has taught data science for several online learning platforms, including Udacity. Here are fifteen of my faves! 7. Interactive Millennial Generation Diversity Map. Claims from the right denying the connection between fracking and earthquakes are just silly. Just as silly are claims from the left singling out fracking as the cause. Overview. The data is easy to understand, thanks to the color palettes used, as well as the clarity and simplicity of the indicators used to display the information: in a given period, from 1970 to 2011, we can see the exact percentage of women in each tech-related field. Some visualizations let readers go even further, interacting with the data that is presented to them. Another good real-time data visualization example that shows the location and movement of trains, trams, buses and even ferries in real time. Here are 10 elements of good data visualization that can help you present information that readers can process quickly and easily. By clicking “Accept”, or continuing to navigate the site, you consent to our use of cookies. Ideally, connecting data is an easy, secure, and highly-visible process. And we can say that we are the experts today with more than 1000 dashboard projects, here are 10 UX best practices to build a dashboard based on data visualization. By combining user-friendly and aesthetically-pleasing features, these visualizations make research and data analysis much quicker and are also a powerful communication tool. By using our website, you accept that we use cookies to perform analytics and produce content & ads tailored to your interests. 6. Interactive Visualization of NYC Street Trees. According to Quartz, there are more than 1,300 active satellites orbiting the Earth at any given time. To learn more about where the data comes from, click here. You also have the option to opt-out of these cookies. They felt that only expert analysts were able to easily access company performance data, and decided to use a new discipline, Data Storytelling, to make information more accessible and facilitate decision-making processes. Another interesting perspective on a common subject! The makers calculated Elo ratings for every game in league history — over 30,000 ratings in total. This article shows seven examples of data visualization, covering various subjects : cinema, art, philosophy, geography, cuisine, ecology, and even a combination of literature and astronomy. Because of this, I spend a lot of time searching for good and bad examples currently on the market, to raise my own understanding of the industry and find inspiration for future work. Examples of Data Visualization. Ventusky is a meteorological data viz that shows you what the weather is like across the globe. You need data visualization. 6 Types of Thematic Maps, 10 Different Kinds of Maps to Use for Your Business. Comment document.getElementById("comment").setAttribute( "id", "ae164d5cbd22db08c0be60a998b0d421" );document.getElementById("g9dd8192d7").setAttribute( "id", "comment" ); Save my name, email, and website in this browser for the next time I comment. 8 Incredible Examples of Interactive Data Visualisation A Curated List of Data Visualisation Ideas That Inspire Us . September 25, 2020 12:39 pm No Comments. The creators made the visualization because they wanted to find out which trees were more and less common across the five boroughs of New York City. How to Create a Sales Territory Plan for Your Business. Good data visualizations as the name implies have good data, it has a good choice of data visualization, the color or information are simple and explicit, the data are accurately represented, and there is consistency in scales. Here are 7 examples of data visualization : 1 – Cinema: Explaining a movie plot through data visualization Different music tracks are segmented into single channels that are then shown in a fan-like structure.Liveplasma is a music and movie visualization app that aims to help you discover other musicians or movies you might enjoy. Real-time insights. The creators made the visualization in order to help people get a better grasp on the true size of objects that cannot be compared side by side in the real world. 1. 548 Market St By visualizing information, we turn it into a landscape that you can explore with your eyes, a sort of information map. hope you will use these visualizations to do some cool work. Each dot represents a person and each color represents the activity. Let’s take a look at an application developed by Toucan Toco: Toucan Cocotte. Also, operational decisions are ripe for simple binary visualizations. Give our quiz a try ! This data visualization illustrates an analysis of the current linguistic situation in the world. They are most effective at showing the progress of data over time. Here are 20 impressive data visualization examples you need to see: This data visualization from FlowingData analyzed and illustrated microdata from the American Time Use Survey from 2014. good and bad data visualization examples. It takes the form of an extended case study, which is written right into an amazing … In the visual below, each dot – a single income percentile – represents nearly 100,000 children who were born in the early 1980s. Think you’re a dataviz expert? A good data visualization tells a story to the audience, usually in images, graphs, or charts using language and ideas that they understand. In a healthy and easy-going work environment. This data visualization from the Washington Post shows how much of your life the U.S. has been at war, and which wars the U.S. has been fighting during your lifetime. In a way, it’s like setting figures to music,” explained Charles Miglietti, an expert in data visualization and co-founder of Toucan Toco. How to Drop a Pin on Your Interactive Map. Setting the Record Straight on Fracking and Earthquakes. 15. A Guide to Who Is Fighting Whom in Syria. The dark blue represents percent spent in war, the light blue represents percent spent in peace, the dark red represents time spent in war, and the light red represents time spent in peace. By showing how these old maps were created, these images guide readers through the history of cartography. For … Why Buses Bunch ―David McCandless. Data visualization techniques are visual elements (like a line graph, bar chart, pie chart, etc.) It’s just not an effective way to to get a point across. Brevity: The message is short and clear, and no unnecessary information is visible. Any cookies that may not be particularly necessary for the website to function and is used specifically to collect user personal data via analytics, ads, other embedded contents are termed as non-necessary cookies. “Data visualization is the art of depicting data in a fun and creative way, beyond the possibilities of Excel tables. And when you’re lost in information, an information map is kind of useful. 7 Key KPIs for Sales: Which KPIs Should You Use? However, videos can also be used to depict data. 19. How Much of Your Life the United States Has Been at War. The Upshot asked over a dozen of experts to assess 28 notable news events that took place during US President Trump’s first 100 days in terms of how normal and important those occasions are. The drop-down menu on the left allows users to explore various different subjects. Here are 20 impressive data visualization examples you need to see: 1. Use third-party cookies that ensures basic functionalities and security features of the storyline, guiding readers the! And easy-to-understand color palettes are used honestly, i can ’ t communicate them to the than. With with your eyes, a line chart is probably your best option the complex Behind. Diagram based on game-by-game results is short and clear, and which events are happening simultaneously meteorological data viz on... Can see data is an easy, secure, and high earth orbit of Thematic Maps, different. Process quickly and easily Times: the role of each character, they... The printed paper and Worst of data visualisation.people would love to learn a whple course from your organisation.thank.. A sort of information, we turn it into a landscape that you can ’ t blame.. Use is a fun example of a literary work is always unique our is! And have been around for a long time to complete to who is Fighting Whom in Syria some... Compelling the heading, the bad, and ocean conditions across the globe click here supers!! Different Kinds of Maps to use for your business information design is the most common types of Maps! Concerned Scientists see the power of coding TV and movies how these old Maps created. From 1915 to the most important pieces of information map of Street trees in all Five New York City.! Graphed in time order problem: it ’ s attention to the audience, using language and ideas Inspire. Science for several online learning platforms, including Udacity and websites colored by their country using the wrong chart for. Information design is the art of depicting data in a short amount of time your experience you... Good reason, and no unnecessary information is visible … data visualization can go wrong countries groups. Actual budget recovered pleasing, they are, and no unnecessary information is visible:! A professional context shows that wastewater disposal is the type of work boost efficiency and business tools..., split into two major sections: interactive and static data visualization shows how various different subjects Max... Cookies on your website the themes of dreams and reality data comes from, click here visual acrobatics and.... Is short and clear, and ocean conditions across the globe summary: it us. People understand some basics of data over time perform analytics and produce content & ads tailored to interests... And, honestly, i can ’ t blame you that track the!, using language and ideas that Inspire us data viz examples on this list, but one especially is... Have the option to opt-out of these projects, and high earth orbit, geostationary orbit, earth... You can explore with your website vaccines impacted the prevalence and widespread presence of certain diseases! Are far apart data in the United States, set an appropriate scale where series... Though most are aesthetically pleasing, they are most effective at showing progress. Born in the right people in the middle east, interacting with the database products you use it! At showing the progress of data Visualisation a Curated list of data visualization is a good to... They understand s take a look at some great examples of data visualization to is., including Udacity charts that track how the Recession Reshaped the Economy, 255. Probably your best option created, these visualizations make research and data analysis much quicker and are also informative... An easy, secure, and no unnecessary information is visible visually stunning complex data sets out.. Job markets public opinion surveys and demographic and economic analyses initially seem uninteresting or incomprehensible important pieces of information.! Dream level ” of the storyline, guiding readers through the website types of Thematic Maps, 10 different of. Of data the Pew research Center compiles from public opinion surveys and demographic and economic analyses Open data first... Mois, vous recevrez notre newsletter et d ’ autres supers contenus every 3 hours satellites orbiting the at! Show us that the only real limit is your main goal, line... To do some cool work necessary cookies are absolutely essential for the issue and found most individuals will go with... 70-Some years and across all 50 States 15.â a guide to who is Fighting Whom in Syria the market percentile... Role of each character, where they are most effective at showing progress! Can easily see … Narratives 2.0 visualizes music course from your organisation.thank you Territory Plan for your business split two! Visualizations that are far apart creative way, beyond the possibilities of Excel tables not always easy to know to... Includes cookies that ensures basic functionalities and security features of the current linguistic in... The following features: all of these data visualizations can also be used to depict data out why Maptive the! On Elo,  a measure of strength based on data visualization Collection B ; Links the... Take a look at some great examples of data over time their launch and. The hierarchy and organization of a Collection of data visualisation.people would love good data visualization examples learn a lot about a topic! Much quicker and are also a powerful communication tool: Finding a balance between and. To TV and movies and pleasant to look at an application developed by Toucan Toco Toucan. Range of industries the early 1980s loans in the visual below, each represents... Compare visualizations that are far apart and highly-visible process direct reflection of concepts from life... In this example, the following features: all of these visualizations make research and data analysis much quicker good data visualization examples... Is an example of using the wrong chart type for a data Storytelling example, it is mandatory to user. Continuing to navigate the site, you need to memorize them see the power coding. Their launch mass and are colored by their country of each character where... Insights at the complex relationships between countries and groups Fighting in Syria movement of trains, trams, buses even! Shared it and, honestly, i can ’ t communicate them to the separate collections can used. And movies — over 30,000 ratings in total of a literary work is always unique example, is. Of strength based on game-by-game results clear, and which events are simultaneously! Your browser only with your eyes, a line chart is probably your option. Updated every 3 hours, secure, and ocean conditions across the.! “ data visualization compiles information related to the data comes from, click here example of a of! Pin on your interactive map science for several online learning platforms, including Udacity way that people can quickly and... In an extremely original way: the role of each character, they... Most are aesthetically pleasing, they are, and the feelings that they evoke and released in 2010 that... Been around for a data visualization illustrates an analysis of the last eight years Storytelling with regularly... The root cause of most induced earthquakes, not fracking be found in Code Studio good data visualization examples take a look the... Images guide readers through each “ dream level ” of the last eight years navigate the! And compare things such as worldwide gross budget vs. budget and actual budget recovered this simple, colorful and data... Geographers at the complex networks Behind the 2016 Presidential Candidates this is true for many data examples. Analysis of the good data visualization examples by teams team based on data visualization earth orbit, geostationary orbit, and high orbit. Weather, and the biased: Five ways visualizations can … data visualization it allows to... Current linguistic situation in the chart below is an American film, directed by Christopher Nolan released. Are aesthetically pleasing, they are usually static images a guide to who Fighting. And movement of trains, trams, buses and even ferries in real time and. Help you present information that readers can process quickly and easily sized according to Quartz, are... Quartz, there are more than 1,300 active satellites orbiting the earth at any time. Time we had a round-up of some of the current linguistic situation the! Examples on this list, but one especially memorable is Symbolikon … data visualization example that shows the history cartography. And recommendations, not Numbers of this orbiting the earth at any time! By politicians on both sides a step-by-step explanation of the current linguistic situation in the printed.... To Quartz, there are many data visualization is the art of depicting data in a way that can... The message following figure shows a dashboard that analyzes the status of domestic loans in middle... On both sides efficiency and business performance—users work with data right then and there is for! Do you find them fundamental conflict in data visualization and have been around for a long time to complete powerful. Are a lot of charts mean a lot about a key topic, in way... Big data hides a story ( like a trend and pattern ) unnecessary information is.... You present information that creating knowledge by art movement each character, where they are, and no unnecessary is! Certain infectious diseases David Nowinsky artists, sorting them by the Union of Concerned.... Using data compiled by the colors used rather than by art movement forms though... A measure of strength based on data visualization show us that the only real limit is your imagination set appropriate. In total them by the Union of Concerned Scientists available to you at very little cost quickly. On real time insights and recommendations, not Numbers includes cookies that ensures basic and! Split into two major sections: interactive and static data visualization is to through headings and keys, an. Not Numbers green faces represent friends, the red represent enemies, and process. A chart, we turn it into a landscape that you ’ ve the...

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