Role of Python programming language in data science and big data processing

Manuscript ID: 2125-0707-0908
Vol.: 1 Issue: 3 Pages: 5-18 Jul - 2025 Subject: Data Science And Big Data Language: English
ISSN: 3068-1995 Online ISSN: 3068-109X
Keywords
Python Data Science Big Data Machine Learning Apache Spark PySpark.
Abstract

Python has emerged as one of the most popular and versatile programming languages inthe field of data science and big data. Here we try explores role of Python programming language indata is analysis, manipulated, and visualized. We highlighted its relevance in the growing age of bigdata, focusing on key libraries, frameworks, and tools due to this Python widely popular used by datascientists and analysts. Moreover, in present article we investigate Python language with big datatools such Hadoop and Spark with its capacity to process large-scale datasets. In present study wealso focus on advantages of Python programming language and challenges in the perspective of bigdata analytics.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Cite this Article

Dr. Kailas Tehare, Vikas Mogadpalli, Nikhil Raj Gupta, Snehal Takalkar, Mamta Patil (2025). Role of Python programming language in data science and big data processing . International Journal of Technology & Emerging Research (IJTER), 1(3), 5-18

BibTeX
                                                @article{ijter2025212507070908,
  author = {Dr. Kailas Tehare and Vikas Mogadpalli and Nikhil Raj Gupta and Snehal Takalkar and Mamta Patil},
  title = {Role of Python programming language in data science and big data processing },
  journal = {International Journal of Technology &  Emerging Research },
  year = {2025},
  volume = {1},
  number = {3},
  pages = {5-18},
  issn = {3068-109X},
  url = {https://www.ijter.org/article/212507070908/role-of-python-programming-language-in-data-science-and-big-data-processing},
  abstract = {Python has emerged as one of the most popular and versatile programming languages inthe field of data science and big data. Here we try explores role of Python programming language indata is analysis, manipulated, and visualized. We highlighted its relevance in the growing age of bigdata, focusing on key libraries, frameworks, and tools due to this Python widely popular used by datascientists and analysts. Moreover, in present article we investigate Python language with big datatools such Hadoop and Spark with its capacity to process large-scale datasets. In present study wealso focus on advantages of Python programming language and challenges in the perspective of bigdata analytics.},
  keywords = {Python, Data Science, Big Data, Machine Learning, Apache Spark, PySpark.},
  month = {Jul},
}