# Small difference between SAS vs R vs PYTHON
# Small difference between SAS vs R vs PYTHON
SAS: SAS has been the undisputed market leader in commercial analytics space. The software offers huge array of statistical functions, has good GUI (Enterprise Guide & Miner) for people to learn quickly and provides awesome technical support. However, it ends up being the most expensive option and is not always enriched with latest statistical functions.
R: R is the Open source counterpart of SAS, which has traditionally been used in academics and research. Because of its open source nature, latest techniques get released quickly. There is a lot of documentation available over the internet and it is a very cost-effective option.
Python: With origination as an open source scripting language, Python usage has grown over time. Today, it sports libraries (numpy, scipy and matplotlib) and functions for almost any statistical operation / model building you may want to do. Since introduction of pandas, it has become very strong in operations on structured data.
Attributes For Comparison
I’ll compare these languages on following attributes:
Availability / Cost
Ease of learning
Data handling capabilities
Graphical capabilities
Advancements in tool
Job scenario
Deep Learning Support
Customer service support and Community
I am comparing these from point of view of an analyst. So, if you are looking for purchasing a tool for your company, you may not get complete answer here. The information below will still be useful. For each attribute I give a score to each of these 3 languages (1 — Low; 5 — High).
The weightage for these parameters will vary depending on what point of career you are in and your ambitions. python identifier makes matter
- Availability / Cost
SAS is a commercial software. It is expensive and still beyond reach for most of the professionals (in individual capacity). However, it holds the highest market share in Private Organizations. So, until and unless you are in an Organization which has invested in SAS, it might be difficult to access one. Although, SAS has brought in a University Edition that is free to access but it has some limitations. You can also use Jupyter Notebooks in there!
References : difference between SAS vs R vs PYTHON
