Posit, formerly RStudio, is a modular data science platform, combining open source and commercial products.
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SourceForge
Score9.9 out of 10
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SourceForge is a B2B software discovery platform, featuring 4000+ categories in its comparison engine that potential buyers can use to compare software by user reviews, features, pricing, integrations, operating system, and deployment.
In my humble opinion, if you are working on something related to Statistics, RStudio is your go-to tool. But if you are looking for something in Machine Learning, look out for Python. The beauty is that there are packages now by which you can write Python/SQL in R. Cross-platform functionality like such makes RStudio way ahead of its competition. A couple of chinks in RStudio armor are very small and can be considered as nagging just for the sake of argument. Other than completely based on programming language, I couldn't find significant drawbacks to using RStudio. It is one of the best free software available in the market at present.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
I recommend SourceForge to anyone or business that needs both commercial and open source software. This platform has a wide variety of software with many categories that allow easy search for any project, in addition to the fact that searches can be done separately (commercial and open source software) so as not to have mixed results which go with different purpose. In addition to the fact that the community of this platform is quite active and that there are always times to discover new projects that can be useful for a company or individual person.
The support is incredibly professional and helpful, and they often go out of their way to help me when something doesn't work.
The one-click publishing from RStudio Connect is absolutely amazing, and I really like the way that it deploys your exact package versions, because otherwise, you can get in a terrible mess.
Python doesn't feel quite as native as R at the moment but I have definitely deployed stuff in R and Python that works beautifully which is really nice indeed.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
Python integration is newer and still can be rough, especially with when using virtual environments.
RStudio Connect pricing feels very department focused, not quite an enterprise perspective.
Some of the RStudio packages don't follow conventional development guidelines (API breaking changes with minor version numbers) which can make supporting larger projects over longer timeframes difficult.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
The overall design that SourceForge has really leaves a lot to be desired, although the entire platform works perfectly, I think that the design should be much more attractive.
There is currently no feature to save your progress on a review you are writing, so if you are writing a review and the browser is closed for some reason, all progress of the written review will be lost.
There is no viable alternative right now. The toolset is good and the functionality is increasing with every release. It is backed by regular releases and ongoing development by the RStudio team. There is good engagement with RStudio directly when support is required. Also there's a strong and growing community of developers who provide additional support and sample code.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
Souceforge was very straightforward and easy to manage. The leads worked for us so there is not a lot else to say about why I'd use it again. This isn't some complicated software product, it is a simple inbound marketing channel that is meant to generate leads and help us with brand awareness and it did exactly that.
For someone who learns how to use the software and picks up on the "language" of R, it's very easy to use. For beginners, it can be hard and might require a course, as well as the appropriate statistical training to understand what packages to use and when
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
SourceForge is super easy to use and very intuitive. And their support team and campaign managers help whenever we need it. Using SourceForge as a user is easy, and administrating a business software listing is easy as well. They also have great documentation.
RStudio is very available and cheap to use. It needs to be updated every once in a while, but the updates tend to be quick and they do not hinder my ability to make progress. I have not experienced any RStudio outages, and I have used the application quite a bit for a variety of statistical analyses
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
We've never had any issues or downtime with SourceForge. Since we've been a user, the platform has never been down. Or at least never that I've noticed.
SourceForge loads extremely quickly whether you're using the front end or administrating your product listing on the back end. All pages are snappy to load--no issues with page speed whatsoever.
Since R is trendy among statisticians, you can find lots of help from the data science/ stats communities. If you need help with anything related to RStudio or R, google it or search on StackOverflow, you might easily find the solution that you are looking for.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
I hardly ever use the support on SourceForge, as I have not needed it. Their product works well for me. One time I had to email them and they got back to me the same day, but that's my only experience.
When we first signed up, they pair you with a campaign manager who trained us on how to use the product properly. The product is simple so the training was only about 30 minutes and after that we understood all the features and how to make the most of it. Most of the work came with making a custom landing page and building a follow up process for our sales team.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
RStudio was provided as the most customizable. It was also strictly the most feature-rich as far as enabling our organization to script, run, and make use of R open-source packages in our data analysis workstreams. It also provided some support for python, which was useful when we had R heavy code with some python threaded in. Overall we picked Rstudio for the features it provided for our data analysis needs and the ability to interface with our existing resources.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
G2 has a larger commitment time upfront and for a more expensive rate, which wasn't the best option for our team as we were just exploring the resources that existed out there at the time. We preferred Sourceforge as well due to its subscription service, making it easier to commit from the start.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
RStudio is very scalable as a product. The issue I have is that it doesn't necessarily fit in nicely with the mainly Microsoft environment that everybody else is using. Having RStudio for us means dedicated servers and recruiting staff who know how to manage the environment. This isn't a fault of the product at all, it's just part of the data science landscape that we all have to put up with. Having said that RStudio is absolutely great for running on low spec servers and there are loads of options to handle concurrency, memory use, etc.
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. More Info
SourceForge has been plenty scalable for us. Our marketing department is able to edit listings and our executives can also log in to the platform if need be for leads and reporting information. SourceForge offers multiple user access and role permissions, so it's pretty scalable and easy to use for our entire team.
Using it for data science in a very big and old company, the most positive impact, from my point of view, has been the ability of spreading data culture across the group. Shortening the path from data to value.
Still it's hard to quantify economic benefits, we are struggling and it's a great point of attention, since splitting out the contribution of the single aspects of a project (and getting the RStudio pie) is complicated.
What is sure is that, in the long run, RStudio is boosting productivity and making the process in which is embedded more efficient (cost reduction).
A de minimis incentive was given to thank the reviewer for their time. The incentive was not used to bias or drive a particular response, nor was the incentive contingent on a positive endorsement. TR verified that a representative sample of customers was invited. More Info
