class: center, middle, inverse, title-slide .title[ # Reproducible Research with Jupyter Notebook ] .subtitle[ ## <span style="color:#279657">Online Certificate Course</span> ] .author[ ### Dr. Priyanga D. Talagala ] .institute[ ### <span style="color:#279657">Institute of Applied Statistics Sri Lanka (IASSL)</span> ] .date[ ### <span style="color:#279657">25-05-2023 to 28-05-2023</span></br> </br> <span style="color:#8dcefc"> Workshop Materials available at </br> <a href="https://pythonandr.netlify.app" class="uri">https://pythonandr.netlify.app</a></span><span><i class="fas fa-globe fa-2x faa-ring animated faa-fast " style=" color:white;"></i></span> ] --- class: inverse, middle, center - RStudio is the most popular and widely used Integrated Development Environment (IDE) for R programming. - Python has a wide variety of Integrated Development Environments (IDEs) available, which can sometimes be overwhelming for beginners. - Ultimately, the best choice depends on your specific requirements, workflow, and personal preferences. --- #### The State of Developer Ecosystem 2022 .pull-left[ - sixth annual survey conducted by JetBrains to capture the landscape of the developer community - 29,269 developers ].pull-right[ <img src="fig/1_IDE.png" width="90%" style="display: block; margin: auto;" /> ] <!-- survey reports Available at: https://www.jetbrains.com/lp/devecosystem-2022/ - This report has been created based on the responses of 29,269 developers from around the world who participated in our study in May–July 2022. - It covers a wide range of topics, including programming languages, tools, technologies, demographics, and even fun facts, as well as the lifestyle of developers. --> --- class: inverse, middle, center # The closest equivalent to RMarkdown in Python is Jupyter Notebook - PyCharm and Visual Studio Code (VS Code) are commonly used by developers. - Jupyter Notebook is more popular among data scientists compared to PyCharm and Visual Studio Code (VS Code). <!-- Data Exploration and Visualization Challenges - VS Code: While VS Code supports various data visualization libraries and extensions, Jupyter Notebook provides a more integrated and interactive environment for visualizations. In VS Code, visualizations might require additional configuration and setup compared to Jupyter Notebook. - PyCharm: PyCharm has support for data visualization libraries, but it may require more manual effort to generate and display visualizations compared to the interactive capabilities of Jupyter Notebook. --> --- ## Jupyter notebook - Open-source web-based interactive computing environment that allows you to create and share documents containing live code, visualizations, narrative text, equations, and interactive elements. -- - It provides an interface where you can write and execute code, view the results, and combine it with explanatory text and rich media content. -- - The name "Jupyter" is a combination of three programming languages: Julia, Python, and R, which were the initial languages supported when it was first developed. -- - One of the most important advantages of Jupyter Notebook is its support for reproducibility. -- - Jupyter Notebook provides a complete record of the code, data, and analysis steps, allowing others to reproduce the results and verify the findings