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Python VS jamovi

Compare Python VS jamovi and see what are their differences

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Python logo Python

Python is a clear and powerful object-oriented programming language, comparable to Perl, Ruby, Scheme, or Java.

jamovi logo jamovi

jamovi is a free and open statistical platform which is intuitive to use, and can provide the...
  • Python Landing page
    Landing page //
    2021-10-17

  • jamovi Landing page
    Landing page //
    2022-11-03

Python features and specs

  • Easy to Learn
    Python syntax is clear and readable, which makes it an excellent choice for beginners and allows for quick learning and prototyping.
  • Versatile
    Python can be used for web development, data analytics, artificial intelligence, machine learning, automation, and more, making it a highly versatile programming language.
  • Large Standard Library
    Python comes with a comprehensive standard library that includes modules and packages for various tasks, reducing the need to write code from scratch.
  • Strong Community Support
    Python has a large and active community, which means a wealth of third-party packages, tutorials, and documentation is available for assistance.
  • Cross-Platform Compatibility
    Python is compatible with major operating systems like Windows, macOS, and Linux, allowing for easy development and deployment across different platforms.
  • Good for Rapid Development
    The high-level nature of Python allows for quick development cycles and fast iteration, which is ideal for startups and prototyping.

Possible disadvantages of Python

  • Performance Limitations
    Python is generally slower than compiled languages like C or Java because it is an interpreted language, which can be a drawback for performance-critical applications.
  • Global Interpreter Lock (GIL)
    The GIL in CPython, the most used Python interpreter, prevents multiple native threads from executing Python bytecodes at once, limiting multi-threading capabilities.
  • Memory Consumption
    Python can be more memory-intensive compared to some other languages, which might be a concern for applications with tight memory constraints.
  • Mobile Development
    Python is not a primary choice for mobile app development, where languages like Java, Swift, or Kotlin are more commonly used.
  • Runtime Errors
    Being a dynamically typed language, Python code can sometimes lead to runtime errors that would be caught at compile-time in statically typed languages.
  • Dependency Management
    Managing dependencies in Python projects can sometimes be complex and cumbersome, especially when dealing with conflicting versions of libraries.

jamovi features and specs

  • User-friendly interface
    jamovi features a clean, intuitive interface that is easy to navigate, making it accessible for users with varying levels of statistical expertise.
  • Free and open-source
    jamovi is completely free and open-source, which allows users to download, use, and modify the software without any cost.
  • Integration with R
    jamovi has built-in support for R, enabling users to run R scripts and use R packages directly within the software, providing additional flexibility and functionality.
  • Regular updates
    The development team frequently releases updates to improve functionality, fix bugs, and add new features, ensuring that the software stays current and reliable.
  • Comprehensive features
    jamovi offers a wide range of statistical analyses and graphical options, catering to both basic and advanced user needs.

Possible disadvantages of jamovi

  • Limited advanced features
    While jamovi covers most basic and intermediate statistical methods, it may lack some of the more advanced statistical techniques found in other specialized software.
  • Performance issues
    Occasionally, users may experience performance issues, such as slow processing times or software crashes, especially with very large datasets.
  • Learning curve for R integration
    Although integration with R is a pro, it can also be a con, as it may require additional learning for users who are not already familiar with R programming.
  • Less established than competitors
    Compared to other statistical software like SPSS or SAS, jamovi is relatively new and may not have as extensive a user base or as many community resources.
  • Limited customer support
    As an open-source project, jamovi relies primarily on community support and forums, which may not be as responsive or comprehensive as dedicated customer support services.

Analysis of jamovi

Overall verdict

  • Jamovi is considered good for users who need a free, intuitive, and flexible tool for statistical analysis. It is particularly appreciated for its user-friendly design and ability to meet the needs of a wide range of users, from students to researchers.

Why this product is good

  • Jamovi is an open-source statistical software that is user-friendly and designed for ease of use, making it accessible to both beginners and advanced users. It provides an intuitive interface and integrates seamlessly with R, allowing users to extend its capabilities. Jamovi includes a variety of statistical analyses and graphical representations, making it suitable for educational purposes and professional use in various fields.

Recommended for

  • Students learning statistics
  • Researchers conducting data analysis
  • Educators teaching statistical methods
  • Anyone looking for a free alternative to commercial statistical software

Python videos

Creator of Python Programming Language, Guido van Rossum | Oxford Union

jamovi videos

jamovi for Data Analysis - Full Tutorial

More videos:

  • Tutorial - PSYS 241: JAMOVI Tutorial 7 - Review
  • Review - Reliability analysis — jamovi
  • Tutorial - JAMOVI 📊. Un robusto software libre de estadística (🔥 2.3 ya en español)
  • Tutorial - Estadística descriptiva con Jamovi 📊 - Tutorial

Category Popularity

0-100% (relative to Python and jamovi)
Programming Language
100 100%
0% 0
Business & Commerce
0 0%
100% 100
OOP
100 100%
0% 0
Technical Computing
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Python and jamovi

Python Reviews

Pine Script Alternatives: A Comprehensive Guide to Trading Indicator Languages
Technical analysis in trading has come a long way, with various programming languages emerging to support traders in developing custom indicators. While Pine Script has been a popular choice for many, alternatives like Indie, ThinkScript, NinjaScript, MetaQuotes Language (MQL), and even general-purpose languages like Python and C++ are gaining traction. Let’s explore these...
Source: medium.com
Top 5 Most Liked and Hated Programming Languages of 2022
No wonder Python is one of the easiest programming languages to work upon. This general-purpose programming language finds immense usage in the field of web development, machine learning applications, as well as cutting-edge technology in the software industry. The fact that Python is used by major tech giants such as Amazon, Facebook, Google, etc. is good enough proof as to...
Top 10 Rust Alternatives
This programming langue is typed statically and operates on a complied system. It works based on several computing languages Python, Ada, and Modula.
15 data science tools to consider using in 2021
Python is the most widely used programming language for data science and machine learning and one of the most popular languages overall. The Python open source project's website describes it as "an interpreted, object-oriented, high-level programming language with dynamic semantics," as well as built-in data structures and dynamic typing and binding capabilities. The site...
The 10 Best Programming Languages to Learn Today
Python's variety of applications make it a powerful and versatile language for different use cases. Python-based web development frameworks like Django and Flask are gaining popularity fast. It's also equipped with quality machine learning and data analysis tools like Scikit-learn and Pandas.
Source: ict.gov.ge

jamovi Reviews

  1. Bob Muenchen
    · Retired statistician at University of Tennessee ·
    Beautiful User Interface

    jamovi has one of the most attractive user interfaces. Even the colors used for window-dressing match the default colors for its graphs. Like JASP, its dialogs provide instant results as each item is checked off. That immediate feedback feels great! Corrections to data values are also immediately reflected in each piece of output that would be affected. However, this also means that you can't do one step, restructure the data, then do another since jamovi requires each step to have the same data structure. SPSS, Minitab, BlueSky Statistics, and JMP can all do such common data-wrangling tasks. So, if you restructure your data a lot, you'll need to do that with another tool and read the data in separately for each structure. jamovi's menus start out very sparse and you extend them by downloading needed parts later. This is the opposite of similar tools like SPSS, Minitab, and BlueSky Statistics, which show all their capabilities upon installation. That makes it good for beginners who avoid the others' complex menus. Regarding analytic methods, jamovi has the most popular statistics. The main topics it lacks are quality control and machine learning/AI. Also, it cannot save models for making predictions on a different dataset.

    👍 Pros:    Ui is very attractive|Feedbacks
    👎 Cons:    Limited features

Free statistics software for Macintosh computers (Macs)
Other notes. Developer Jonathon Love pointed us to the Jamovi library of extra procedures. A long, well-illustrated Jamovi blog post also goes over the fine graphics capabilities within Jamovi, which PSPP can only dream of. In our run-throughs, the numbers were identical to SPSS, PSPP, and JASP.
10 Best Free and Open Source Statistical Analysis Software
Jamovi is a free and open source statistical software built on ‘R' language. Intuitive interface, quality spreadsheet, optimized analysis are the key reasons for its popularity. It performs all statistical tests with reliability and competence.

Social recommendations and mentions

Based on our record, Python seems to be more popular. It has been mentiond 288 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Python mentions (288)

  • A Beginner's Guide to Auto-Instrumenting a Flask App with OpenTelemetry and SigNoz
    If Python is not installed, download it from python.org or use your system's package manager (e.g., sudo apt install python3 on Ubuntu). - Source: dev.to / 2 months ago
  • Scraping Infinite Scroll Pages with a 'Load More' Button: A Step-by-Step Guide
    Python Installed: Download and install the latest Python version from python.org, including pip during setup. - Source: dev.to / 5 months ago
  • Get Started with Python
    First, you'll need to install Python if you don't have it already. Go to the official Python website python.org, download the latest version, and follow the instructions. - Source: dev.to / 6 months ago
  • Unlocking DuckDB from Anywhere - A Guide to Remote Access with Apache Arrow and Flight RPC (gRPC)
    Python: We’ll use Python for it’s simplicity and accessibility. - Source: dev.to / 6 months ago
  • Python Packaging is Great Now: `uv` is all you need
    Bootstrapping was an often neglected problem. Should we tell people to install Python from https://python.org? The Anaconda distribution? How do we stop folks from using their system package manager and risk breaking everything? - Source: dev.to / 10 months ago
View more

jamovi mentions (0)

We have not tracked any mentions of jamovi yet. Tracking of jamovi recommendations started around Mar 2021.

What are some alternatives?

When comparing Python and jamovi, you can also consider the following products

JavaScript - Lightweight, interpreted, object-oriented language with first-class functions

JASP - JASP, a low fat alternative to SPSS, a delicious alternative to R.

Java - A concurrent, class-based, object-oriented, language specifically designed to have as few implementation dependencies as possible

BlueSky Statistics - BlueSky Statistics is a fully featured statistics application and development framework built on...

Rust - A safe, concurrent, practical language

Jupyter - Project Jupyter exists to develop open-source software, open-standards, and services for interactive computing across dozens of programming languages. Ready to get started? Try it in your browser Install the Notebook.