Posit Platform (RStudio on SageMaker)
Posit Software, PBC (formerly RStudio)External reviews
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Powerful, but at a price
What do you like best about the product?
Fast, powerful resource for data wrangling and data visualization. Good libraries, decent support. Pretty easy to use at a basic level once you're used to it. Doesn't crash nearly as often as Excel.
What do you dislike about the product?
Learning curve is pretty steep for new users. Definitely targets a niche audience. The community is a little abrasive sometimes.
What problems is the product solving and how is that benefiting you?
Big data processing; very easy to subset data based on multiple criteria. Interfaces with other products pretty nicely, which makes for quicker analytics.
Statistical Language Tool
What do you like best about the product?
The community associated with the tool and language is very strong. Also the extensive work and updation of packages make it very easy to use and apply functionalities. Caret and dplyr are very versatile packages. If one learns to use ggplot 2 package, they can even create interactive dashboards like one from tableau.
What do you dislike about the product?
There is not much to dislike about the language but the constant and frequent updates in few packages makes one re-learn the concepts related to it again and again.
What problems is the product solving and how is that benefiting you?
RStudio was mostly used for data wrangling. This data cleaning part took the maximum part of processing the whole data. Once the concepts were learned it was easy to use and modify the data for further work on it. Statistical knowledge coupled with the knowledge of this tool can work wonders. One can build regression models and do predictive analysis. There are many applications towards improving and understanding the data for the further applications.
Recommendations to others considering the product:
It is difficult to learn, but there is a lot of material available online to woke through it. I learned through data camp, ISLR and participated in online kagggle competitions. It takes time but once crossed the threshold its a cake walk then on.
User friendly.
What do you like best about the product?
It's ease to make us understand a simple logic and use of user friendly language to do so.
What do you dislike about the product?
Nothing yet that I have discovered dealing with R
What problems is the product solving and how is that benefiting you?
I'm working on building statitical models.
6 Great Years With R Studio
What do you like best about the product?
R Studio is perfect for running regressions
What do you dislike about the product?
The visualizations could be nicer in my opinion
What problems is the product solving and how is that benefiting you?
I use R Studio for building models for auditors
Great Software
What do you like best about the product?
a very user friendly software with a lot of built in packages
What do you dislike about the product?
sometimes i have to install the package again and again
What problems is the product solving and how is that benefiting you?
building models
Recommendations to others considering the product:
Use Rstudio for statistical modelling and predictive Analysis
R Studio Review
What do you like best about the product?
Ease of visualizing and manipulating large datasets
What do you dislike about the product?
The syntax is a little tricky and can get time getting used to
What problems is the product solving and how is that benefiting you?
Data Engineering and visualization
Free, can do anything, higher learning curve than alternatives
What do you like best about the product?
Free, easy installation, great documentation online, dplyr package very useful for data manipulation
What do you dislike about the product?
Not as easy or quick or intuitive to produce and customize and share dat visualizations as Tableau
What problems is the product solving and how is that benefiting you?
Creating data analysis programs for public health datasets to share with partners who can't afford paid versions like SAS or Tableau. Running epidemiological models.
Recommendations to others considering the product:
Good to know because it's free and you never know when you'll be working for an organization that won't have a paid software like Tableau or SAS
Great software at a great price
What do you like best about the product?
The default setup is great, and the layout of the software is intuitive and puts all the information I need at my fingertips.
What do you dislike about the product?
Very little. RStudio crashes on occasion.
What problems is the product solving and how is that benefiting you?
It's indispensable to everything I do in R.
My 2 cents
What do you like best about the product?
Versatile. It's open source so it doesn't burn a hole in your pocket
What do you dislike about the product?
Layout and the fact that it was built by people who didn't have much experience in developing software.
What problems is the product solving and how is that benefiting you?
Data Analysis for traffic management
Really good and easy software
What do you like best about the product?
Very practical and easy to program with. Easy to write reports directly from if
What do you dislike about the product?
Nothing really. I had a hard time teying to install it at first but it worked out
What problems is the product solving and how is that benefiting you?
Modelling, data analysis
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