Python is a dynamically typed language. |
Scala is a statically typed language. |
We don’t need to specify objects in Python because it is a dynamically typed Object Oriented Programming language. |
We need to specify the type of variables and objects in Scala because Scala is statically typed Object Oriented Programming language. |
Python is easy to learn and use. |
Scala is less difficult to learn than Python. |
An extra work is created for the interpreter at the runtime. |
No extra work is created in Scala and thus it is 10 times faster than Python. |
The data types are decided by it during runtime. |
This is not the case in Scala that is why while dealing with large data process, Scala should be considered instead of Python |
Python’s Community is huge compared to Scala. |
Scala also has good community support. But still, it is lesser than Python. |
Python supports heavyweight process forking and doesn’t support proper multithreading. |
Scala has reactive cores and a list of asynchronous libraries and hence Scala is a better choice for implementing concurrency. |
Its methodologies are much complex in Python as it is dynamic programming language. |
Testing is much better in scala because it is a statically typed language. |
It is popular because of its English-like syntax. |
For scalable and concurrent systems, Scala play much bigger. |
Python is easy for the developers to write code in it. |
Scala is less difficult to learn than Python and it is difficult to write code in Scala. |
There is an interface in Python to many OS system calls and libraries. It has many interpreters |
It is basically a compiled language and all source codes are compiled before execution |
Python language is highly prone to bugs whenever there is any change to the existing code. |
No such problem is seen in Scala. |
Python has libraries for Machine learning and proper data science tools and Natural Language Processing (NLP). |
Where as Scala has no such tools. |
Python can be used for small-scale projects. |
Scala can be used for large-scale projects. |
It doesn’t provide scalable feature support. |
It provides scalable feature support. |