10 Best ChatGPT Plugins for Data Science

In a rapidly evolving digital landscape, the introduction of ChatGPT plugins has transformed the way we interact with AI models. ChatGPT, developed by OpenAI, has extended its capabilities far beyond text generation, allowing users to harness the vast potential of the internet, automate workflows, and execute code through intuitive prompts. These plugins are a game-changer for data science professionals and enthusiasts, offering seamless access to real-time information, computational abilities, and integration with external services, all while ensuring safety and reliability.

Evolving Data Science with ChatGPT Plugins

Since the integration of ChatGPT plugins, data science has taken a giant leap forward. Here’s how you can leverage this revolutionary technology to elevate your data science game:

• Access to Real-Time Data: With ChatGPT plugins, you can seamlessly retrieve up-to-the-minute data from the internet. This feature is invaluable for staying updated with the latest information and trends in your field.
• Automate Complex Workflows: Data science often involves intricate workflows. ChatGPT simplifies this process by automating repetitive tasks, allowing you to focus on the core aspects of your projects.
• Code Execution: Need to run code? ChatGPT has you covered. It can execute code based on your prompts, making it an indispensable tool for data analysis and model development.
• Enhanced Productivity: These plugins are designed to streamline your data science tasks, significantly boosting your productivity. You can accomplish more in less time, thanks to the efficient workflow automation.

Mastering Data Science Prompts with the ChatGPT Cheat Sheet

To make the most of ChatGPT plugins for data science, it’s essential to craft effective prompts. The ChatGPT Cheat Sheet for Data Science is your trusted companion in this journey, providing valuable insights and tips to enhance your prompt writing skills. By leveraging this resource, you can extract accurate and insightful responses from the AI model.

Getting Started with ChatGPT Plugins

Ready to unlock the full potential of ChatGPT plugins for your data science endeavors? Here’s how to get started:

• Upgrade to ChatGPT Plus: To access the plugins, you’ll need a ChatGPT Plus user account. This subscription provides you with an array of powerful features and capabilities.
• Enable Plugins and ‘Browse with Bing’: In your ChatGPT settings, navigate to the ‘Beta features’ tab. Activate both the Plugins and ‘Browse with Bing’ options. This simple step opens the door to a world of possibilities.
• Discover and Install Plugins: Once you’ve enabled the plugins, you’ll find them listed under the GPT-4 model on your ChatGPT platform. Browse through the available plugins and select the one that aligns with your needs. Installation is a breeze.
• Write Your Prompt: With the plugin installed, you can now craft your prompt. Whether you need real-time data, code execution, or workflow automation, ChatGPT is ready to assist you.

A Step-By-Step Guide for Data Science Projects

For those looking to harness ChatGPT’s prowess in data science, our step-by-step tutorial, “A Guide to Using ChatGPT For Data Science Projects,” is your comprehensive roadmap. This tutorial covers project planning, data analysis, preprocessing, model selection, hyperparameter tuning, web app development, and deployment on Spaces. It’s a must-read for anyone keen on integrating ChatGPT into their data science projects.

Top 10 ChatGPT Plugins for Data Science

1. Browsing

By using Browsing with Bing plugin, ChatGPT can access the latest news and research on specific topics and provide us with helpful information. This is especially useful because large language models like GPT-4 are often trained on older data, and internet access provides them with updated information, research, and documentation. To avoid any confusion or errors, it’s recommended to use browsing plugins and allow ChatGPT to become your reliable research assistant.

As a data scientist or analyst, learning about new concepts and conducting effective research is crucial. With this integration, all you need to do is input a research topic, and it will provide you with links to the latest research and videos. Furthermore, it summarizes the content by analyzing the links and comprehending the topic.

Note: As of July 3, 20232, OpenAI has disabled the Browse with Bing feature over copyright and data privacy issues, although maintains it will be back as part of the beta in due course.

2. WebPilot

WebPilot is an open-source plugin that enables you to engage in a natural conversation with web pages. With this plugin, you can input a URL and request specific interactions or information extraction related to the content. These requests may include rewriting, translating, and more.

With the Browsing plugin, you can access internet search engines. However, with WebPilot, you can interact with single or multiple web pages. You can ask for specific topics or research outcomes, and you can even learn about new topics interactively.

The main benefits of WebPilot are its ability to handle a variety of requests for interacting with multiple web pages, extracting information, and rewriting or translating content. This allows users to automate common web-based tasks without the back-and-forth conversation required by ChatGPT.

3. ScholarAI

With the ScholarAI plugin, users can easily search for peer-reviewed studies to support their scientific research, technical projects, and project proposals with accurate and trustworthy information.

As data scientists, we are constantly searching for improved algorithms and methodologies to enhance our results. Staying up-to-date with the latest research on machine learning and data science can be challenging. Therefore, the best approach to researching a topic is by utilizing the ScholarAI plugin. This tool provides access to authentic information from research papers that can help you save time and energy.

4. Wolfram

The Wolfram plugin is a powerful plugin that enhances the capabilities of ChatGPT by providing access to a wealth of knowledge, computation, and visualization through the Wolfram Alpha and Wolfram Language platforms.

With this plugin, ChatGPT can leverage the vast resources of the Wolfram Knowledgebase, which covers a wide range of topics, from science and technology to history and culture.

The Wolfram plugin has an impressive capability for precise mathematical calculations. This feature proves extremely valuable for ChatGPT when it comes to answering complex questions or solving mathematical formulas.

Additionally, the plugin can be applied to a wide range of topics, including chemistry, geography, astronomy, popular culture, nutrition, engineering, and algorithmic code execution.

5. Noteable

The Notable Notebook plugin lets you utilize computational notebooks (like Jupyter Notebook) on ChatGPT. You can extract data through SQL queries, perform data analysis and visualization, and train machine learning models, all by using a simple prompt in ChatGPT.

At the backend, it uses the Noteable platform, which provides a collaborative notebook for data analytics and machine learning tasks.

As a data scientist, it can be helpful to use a Notable plugin to automate the data analysis process. You can easily upload your dataset and perform analysis or extract data directly from a SQL server. This frees up your time to focus on planning and analysis rather than writing and waiting for code execution.

6. Code Interpreter

The Code Interpreter by OpenAI is a plugin that lets you run Python code in a virtual environment in real time. It is mainly for coders, but even non-coders can make use of its features. With Code Interpreter, you can perform various tasks such as data analysis, visualization, data validation, and test and debug Python code.

Additionally, you can ask a Code Interpreter to help you with tasks like converting a PDF file using OCR, trimming a video file, changing its format, solving a math problem, creating graphs, and charts, and much more. Moreover, Code Interpreter allows you to upload local files in multiple formats directly to ChatGPT.

This plugin elevates data analysis and machine learning engineering to a new level. It allows you to switch from Jupyter Notebook to ChatGPT. Simply write a prompt and add the results directly to your final report. All testing and validation can be performed on ChatGPT.

7. ChatWithGit

ChatWithGit is a plugin for ChatGPT that helps users improve their coding skills by providing relevant context from GitHub. It offers a user-friendly approach to finding and retrieving pieces of code that are related to your search queries.

Simply input your search query, and the plugin will fetch relevant code snippets, returning the best matches to suit your needs. As a data scientist, you will write better and more up-to-date code with the ChatWithGit plugin.

8. Link Reader

The Link Reader plugin is an advanced tool that can interpret and synthesize information from a variety of digital resources, including web pages, PDF documents, PowerPoint presentations, images, Word files, and more. This makes it a versatile tool for many different purposes.

With Link Reader commands, you can easily summarize articles and extract content from websites. You can also search and verify recent news events related to a particular topic, clarify content from a Google Doc, or even analyze the sentiment of a webpage.

9. Show Me

When it comes to creating a flow chart, system design diagram, or brainstorming ideas, it can be time-consuming and require specialized tools. However, with the Show Me plugin, you can quickly create and edit diagrams within ChatGPT. This allows you to visualize your ideas and processes, making it easier to understand and avoid reading large blocks of text.

10. Zapier

With the Zapier ChatGPT plugin, you can easily link up to thousands of apps, such as Google Sheets, Gmail, or Slack, and carry out tasks directly within ChatGPT. You can simply request ChatGPT to execute a task in another app on your behalf.

It is an excellent tool for automating data science workflows. You can also send emails automatically, update spreadsheets and databases, write messages to your team on Slack, and streamline daily tasks.

FAQ ChatGPT Plugins

Conclusion

ChatGPT has been upgraded with plugins that enhance its capabilities for conducting research, generating ideas, learning new concepts, writing precise code, performing data analysis, and automating data science workflows.

In this post, we explored the top ChatGPT plugins for data science, but with new integrations being added to the ChatGPT platform every day, the list continues to expand.

These integrations simplify complex tasks and streamline your daily workflow. Soon, you will only require the ChatGPT platform to carry out all kinds of data-related tasks, ranging from data ingestion to developing an AI application.