An Analysis of Python's Topics, Trends, and Technologies Through Mining Stack Overflow Discussions

04/14/2020
by   Hamed Tahmooresi, et al.
0

Python is a popular, widely used, and general-purpose programming language. In spite of its ever-growing community, researchers have not performed much analysis on Python's topics, trends, and technologies which provides insights for developers about Python community trends and main issues. In this article, we examine the main topics related to this language being discussed by developers on one of the most popular Q&A websites, Stack Overflow, as well as temporal trends through mining 2461876 posts. To be more useful for the software engineers, we study what Python provides as the alternative to popular technologies offered by common programming languages like Java. Our results indicate that discussions about Python standard features, web programming, and scientific programming. Programming in areas such as mathematics, data science, statistics, machine learning, natural language processing (NLP), and so forth. are the most popular areas in the Python community. At the same time, areas related to scientific programming are steadily receiving more attention from the Python developers.

READ FULL TEXT

page 4

page 6

research
10/07/2022

An Empirical Studies on How the Developers Discussed about Pandas Topics

Pandas is defined as a software library which is used for data analysis ...
research
04/18/2020

A Study of Knowledge Sharing related to Covid-19 Pandemic in Stack Overflow

The Covid-19 outbreak, beyond its tragic effects, has changed to an unpr...
research
02/12/2020

Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence

Smarter applications are making better use of the insights gleaned from ...
research
02/08/2022

Assessing the alignment between the information needs of developers and the documentation of programming languages: A case study on Rust

Programming language documentation refers to the set of technical docume...
research
07/01/2016

Want Drugs? Use Python

We describe how Python can be leveraged to streamline the curation, mode...
research
02/24/2022

Scalpel: The Python Static Analysis Framework

Despite being the most popular programming language, Python has not yet ...
research
08/18/2021

Stack Index Prediction Using Time-Series Analysis

The Prevalence of Community support and engagement for different domains...

Please sign up or login with your details

Forgot password? Click here to reset