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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The Data Team here at Stack Overflow is one exception! Other clusters are characterized by text manipulation stringr, tmperformance optimization Rcpp, microbenchmark and time series lubridate, zoo. Each r popular these are industries where data analysis and visualization play a disproportionate role, r popular, relative to software and web development.

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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. Even before announcing its IPO, Reddit managed to improve all its relevant metrics over the last twelve months. Its users wrote million posts across more than , active communities, a year-on-year increase of 19 percent, pushing the overall number of posts to more than 2. Still, the discussion platform isn't exempt from problems plaguing the internet in general and social media in particular. In , Reddit had to take down 85 million content pieces categorized as spam, roughly 56, posts with hateful content and approximately 46, posts sexualizing minors.

R popular

A year-old TikTok star from England who gained an immense following as she documented her battle with a rare form of cancer has died. According to the BBC , Leah Smith , from Woolton, a suburb of Liverpool, died Monday from Ewing Sarcoma, a type of bone or soft tissue cancer that primarily occurs in children and young adults. Smith has over , followers on TikTok, where she would post videos about her day-to-day life with the disease. Smith's boyfriend, Andrew Moore, posted a video to her TikTok account Tuesday sharing the news with her followers. The video has gotten over , likes since being posted on the social media platform. The video has also been commented on over 60, times, with many showing support and passing along condolences to Smith's family and loved ones. According to the BBC, Smith had complained of back pain about 10 months before her diagnosis, but it was not until she lost feeling in her left leg that she knew something was wrong. According to the Mayo Clinic, Ewing sarcoma is a type of cancer that begins as a growth of cells in the bones and the soft tissues around the bones. It mostly happens in children and young adults, although it can happen at any age. The clinic says Ewing sarcoma most often begins in the leg bones and in the pelvis, but it can happen in any bone and less often, it starts in the soft tissues of the chest, abdomen, arms or other locations.

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Our Newsletter. In another post , we found that much of the growth of Python can be explained by the expansion of data science. Login with your stackoverflow. Since in that industry we did see an increase in visits to Python data science frameworks like pandas and NumPy, it's a reasonable conclusion that Python is becoming a more popular choice for data science within those companies. We extracted this from our public R Questions dataset hosted on Kaggle, containing all non-deleted questions and answers with the R tag. The data. This analysis is restricted to the United States and United Kingdom, the countries in which we can segment our traffic by industry. R is most visited from universities, where it's a common choice for academic research, especially in the social sciences and biology. Sign in or Create an account. It's worth noting that this metric may be tilted towards the most confusing packages rather than simply the most widely used. In the case of Python, we were interested in what particular applications of the language had been driving its growth, such as data science, web development, and system administration. Brands Carbide Processors Wiha. In general, the number of users of a language isn't directly related to its popularity. We separately found that pandas , a data science framework for Python, was less visited in tech than it was in almost all other industries.

In an annual roundup, Reddit has listed its most popular threads of , with the gaming and cryptocurrency topics leading the pack by quite some margin. Similar to Spotify Wrapped , the Reddit Recap feature provides a snapshot of user activity from the past year.

Visualization packages generally ended up on the lower left, largely splitting into three clusters: grid graphics centered around ggplot2 , geographical visualization including the sp, maps and maptools packages and interactive visualization with shiny, plotly, DT and htmlwidgets making up some of the more notable nodes. Related Products. There is no sense in which R is "competing" with any of these other languages, which aren't typically used for data analysis. But the large and fast-growing community around the R language has certainly contributed to its value as a programming language and as a data analysis environment. What were the most commonly used packages, in all existing R questions and answers? Other clusters are characterized by text manipulation stringr, tm , performance optimization Rcpp, microbenchmark and time series lubridate, zoo. 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. But it does suggest that the way we use R on our team is not the typical use case for the language. 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. What industries visit R questions the most? We saw that Python's rate of growth has been roughly equal across all industries we can measure. Brands Carbide Processors Wiha.