R popular

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We found in a previous post that Python has a solid claim to being the fastest-growing programming language in terms of Stack Overflow visits. The same analysis showed that the R programming language has shown remarkable growth in the last five years as well. In fact, R is growing at a similar rate to Python in terms of a year-over-year percentage, though this growth is "easier" because it started from a smaller share of traffic. In another post , we found that much of the growth of Python can be explained by the expansion of data science. Since R is primarily used for statistical analysis, it's likely that R is part of the same trend. In this post, we'll analyze how quickly R has grown, examine how its growth differs across industries, and look at what R packages are popular and growing within the ecosystem. Like Python, a disproportionate amount of traffic to R questions comes from high-income countries it's visited about three times as often in those countries as in the rest of the world , so this post will consider Stack Overflow traffic from high-income countries, such as the United States, United Kingdom, Germany, Canada and France.

R popular

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Visualization packages generally ended up on the lower left, largely splitting into three clusters: grid graphics centered around ggplot2geographical visualization including the sp, maps and maptools packages and r popular visualization with shiny, plotly, r popular, DT and htmlwidgets making up some of the more notable nodes. We can see changes in common tools for solving problems.

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Image used with permission by copyright holder Reddit is introducing changes to its public homepage in an attempt to present a more sanitized version of its site to new users. The social news aggregation site announced the update in the form of a Reddit post on Wednesday. For those users that still want to access the previous front page, you can select it from the gray navigation bar at the top of the site. Both versions contain overlapping results as they both focus on surfacing the most popular user submitted posts. This immediately led to accusations of censorship, which remains a sensitive subject on the site. In the announcement, Simbawulf also revealed Reddit is working on an algorithmic filter for NSFW content that it may implement in the future. Members will still see their usual front page consisting of their subscribed subreddits when they log in. The app launched in the U.

R popular

This is also exemplified by the number of regular users in key markets, as our chart indicates. Other major countries with English as their first language like Canada, Australia and the UK also manage to crack the top 5 of this list. Apart from these countries, the social media platform is especially popular in India, with 16 percent of survey participants claiming they regularly scroll through the discussions on the site. Spots six, seven and eight go to the Netherlands and the Nordic countries of Finland and Sweden, respectively, where more than a tenth of the social media populace identifies as frequent Reddit users.

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Click to enlarge. It's worth noting that this metric may be tilted towards the most confusing packages rather than simply the most widely used. Our Newsletter. By the definition we chose, most "growth" is centered in newer packages that have plenty of room to grow, such as the tidyverse package introduced only last year. Each of these are industries where data analysis and visualization play a disproportionate role, relative to software and web development. We're here to help! By industry What industries visit R questions the most? See our article on Making the Best Saw Blades to see how Popular tools uses the best materials and precise manufacturing to produce a truly quality saw blade. In the center of the ecosystem we see a cluster for data transformation, including dplyr, data. In another post , we found that much of the growth of Python can be explained by the expansion of data science. Conclusion Since we use R on the Stack Overflow Data Team, we certainly enjoyed examining how the R ecosystem is changing, and seeing that it's been a part of the rapid expansion of the data science field. Power Milescraft Woodpecker Tools. This gives a sense of what groups of packages tend to solve similar problems. If you use R, and are looking to take the next step in your career, here are some companies hiring R programmers and data scientists right now on Stack Overflow Jobs.

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You Recently Viewed This gives a sense of what groups of packages tend to solve similar problems. In general, the number of users of a language isn't directly related to its popularity. We also see that it's relatively widely used, and expanding, in consulting and insurance. To examine this, we extracted what R packages were used in particular questions and answers. Many of the most commonly mentioned packages were written by Hadley Wickham, with his packages making up 7 of the top 10 the others being data. Click to enlarge. That probably won't come as a surprise to biostatisticians, since R is the tool of choice for many statistical methods necessary for clinical studies and bioinformatics. This includes seeking a full manufacturer's refund based on their individual warranty policies if a product is defective or working with you to coordinate a return or exchange for unused products that do not meet your needs. The data. In fact, R is growing at a similar rate to Python in terms of a year-over-year percentage, though this growth is "easier" because it started from a smaller share of traffic. This Kaggle kernel shows how we parsed the data, including examining uses of the library and require functions. What areas of R package development have recently grown in their share of questions and answers? Standard Custom Bore Size. Please wait