And because python has such a mess of data types and packages, I spend a lot of time in the debugger.

Python debuggers still use ipython which is so clunky and archaic.

I can't understand how it became acceptable to share messy Jupyter html outputs with code and output with non-programmer clients.

R notebooks much more customizable and presentable than Jupyter.

I like RStudio as an IDE more than P圜harm, VSCode, or Spyder.

map in python returns an 'iterator object'. Just one example, map in R produces a list. All those types leads to lots of debugging and head scratching.

python has way too many variable types.

I find it difficult to remember in python if I need to sort(object) or object.sort()

python is a messy mix of functional programming and object oriented programming while R is more purely functional.

the pipe operator in R is great and no equivalent in python.

And sometimes a pivot or merge will produce hierarchical indexes, which is really confusing.

dplyr is more elegant and powerful than pandas.

With LinkedIn, and personal follow-up with the reviewer when necessary. We validate each review for authenticity via cross-reference Reviews by company employees or direct competitors. We monitor all Data Science Platforms reviews to prevent fraudulent reviews and keep review quality high. See our list of best Data Science Platforms vendors. Anaconda is most compared with Microsoft Azure Machine Learning Studio, Amazon SageMaker, Databricks, Microsoft BI and IBM SPSS Statistics, whereas IBM Watson Studio is most compared with Microsoft Azure Machine Learning Studio, Databricks, Amazon SageMaker, IBM SPSS Modeler and Cloudera Data Science Workbench. On the other hand, the top reviewer of IBM Watson Studio writes 'Reasonably priced solution that's easy to set up'.

The top reviewer of Anaconda writes 'Supported by multiple IDEs, easy to install and manage packages'. Anaconda is rated 9.0, while IBM Watson Studio is rated 9.0. Anaconda is ranked 12th in Data Science Platforms with 1 review while IBM Watson Studio is ranked 13th in Data Science Platforms with 1 review.

Spyder rstudio