Smart Ways to Use ChatGPT for Data Science and Analytics

Summary: This blog explores smart ways to use ChatGPT for data science and analytics. From coding to machine learning, ChatGPT simplifies and speeds up complex tasks. With helpful extensions and real-world applications, it’s a must-have tool. Learn more and enhance your skills through data science courses at Pickl.AI.

Introduction

ChatGPT, a powerful AI chatbot developed by OpenAI, is transforming people’s work, especially in data science and analytics. It responds to questions conversationally, supports multiple languages, and gives helpful answers within seconds.

ChatGPT has become extremely popular around the world. As of 2024, it has over 400 million weekly active users and helped OpenAI earn $2.7 billion in revenue, which made up about 75% of the company’s total income.

While many use ChatGPT to write emails or generate social media posts, data professionals, like data scientists and analysts, use it for much more. ChatGPT is changing how we work with data, from writing code to visualising data and even automating machine learning tasks.

Let’s explore the smart ways to use ChatGPT for data science and analytics, even if you’re new.

Key Takeaways

• ChatGPT speeds up data science workflows by writing code, fixing bugs, and explaining code logic.
• It simplifies data manipulation—cleaning, merging, transforming, and checking data for analysis.
• Visualizing data is easy with ChatGPT, which creates charts and explains trends in plain language.
• ChatGPT supports basic machine learning tasks like sentiment analysis and chatbot development.
• With extensions and integrations, you can use ChatGPT across browsers, documents, and messaging apps.

Cool ChatGPT Uses in Data Science and Analytics

ChatGPT has completely changed the course of coding and provided immense help in developing code. However, many are not yet using ChatGPT vigorously to improve and ease their work. Hence, here are 5 ChatGPT features to boost your daily work.

Create a Basic Code Structure (Coding Skeleton)

If you’re starting a new coding project, ChatGPT can help build the basic setup or “skeleton” of your code. Just tell it what you’re working on (like a website or an app), and it can give you a ready-to-use starting point.

Here’s how ChatGPT can help:

• Write code for you based on your needs (language, features, etc.)
• Create code templates with the right structure, so you don’t start from scratch
• Help fix bugs by pointing out errors in your code
• Explain tricky code parts to help you learn faster
• Write clear instructions and comments for your code, making it easier to understand

In short, whether you’re a beginner or an expert, ChatGPT can save you time and effort while coding.

Make Your Data Work for You (Data Manipulation)

Working with data can be messy. Sometimes you need to clean it, change its format, or combine it from different sources. ChatGPT can help you do all this faster.

Here are a few ways it helps in data manipulation:

• Clean your data by removing errors, fixing formats, and getting it ready for analysis
• Create extra data using what you already have (useful for training AI models)
• Merge data from different places to get the full picture
• Change the format of your data for easier use
• Check for mistakes to make sure your data is correct

With ChatGPT, you can spend less time fixing data and more time using it.

Turn Data Into Beautiful and Clear Visuals (Data Visualization)

Looking at rows and columns of numbers can be confusing. ChatGPT can help you turn that data into clear, simple visuals like charts and graphs—and even explain them in plain language.

It can:

• Describe what the chart shows, like trends or key points
• Label charts clearly so that anyone can understand them
• Point out anything unusual, like a sudden spike or drop
• Summarize the data in an easy-to-read paragraph

These features are great for reports, presentations, or just understanding your data better.

Use AI in Smart Ways (Machine Learning Help)

Machine learning sounds complex, but with ChatGPT, it becomes much easier to work with. Whether you’re building a chatbot or analyzing customer feedback, ChatGPT can support you.

Here’s what it can do:

• Write replies for chatbots, making them sound human-like
• Customize itself for special tasks like sorting reviews into good or bad (sentiment analysis)
• Support customer service by giving quick, accurate answers
• Understand emotions in text, helping businesses see how people feel
• Write useful content, like reports or summaries, quickly

This means you don’t need to be an AI expert—ChatGPT enables you to apply AI practically.

Understand and Improve Your Code (Explaining the Code

If you’ve ever looked at code and thought, “What does this even do?”—you’re not alone. ChatGPT can read and explain code in simple terms.

It helps by:

• Summarizing what a piece of code does, in plain language
• Writing helpful comments and instructions inside your code
• Finishing your code based on what you’ve started
• Explaining error messages so that you can fix issues faster
• Suggesting better ways to write your code, making it run smoother and faster

Even if you’re new to programming, ChatGPT can be like a teacher guiding you step-by-step.

Amazing ChatGPT Extensions You Can Use Anywhere

ChatGPT isn’t just a chatbot you use on a website—it also comes with powerful extensions that make your work and daily tasks easier. These simple tools or add-ons work with your browser or apps to boost what ChatGPT can do. Let’s explore some smart and easy ways you can use ChatGPT anywhere.

Chrome Extension

With the ChatGPT Chrome Extension, you can use AI while writing emails, tweets, or browsing websites. It even helps spot bugs in code.

Voice Commands

Prefer talking instead of typing? You can speak to ChatGPT using voice command extensions in Chrome.

Messaging Apps

Connect ChatGPT in Telegram or WhatsApp through bots. This makes asking questions on the go incredibly easy.

How to Set it Up:

• Install Python and Miniconda
• Create a Conda environment
• Install Playwright
• Set up your Telegram bot and API keys
• Start the server
• Chat directly via your messaging app

Google Docs and MS Word Integration

You can connect ChatGPT to Google Docs or Microsoft Word to get help while writing directly in your documents.

Save Your Conversations

Want to keep what ChatGPT told you? You can save chats as PDF, PNG, or HTML using Chrome, Firefox, or Edge extensions.

Did you know ChatGPT is active on Twitter (X)? You can ask questions by tagging their account, and it may reply with useful insights — no need to open the main ChatGPT interface.

Parting Thoughts 

Whether you’re a data scientist, analyst, student, or just curious, ChatGPT for data science is a game changer. It helps you code faster, understand data better, and even build machine learning models — all without needing years of experience.

With its growing user base and flexible features, ChatGPT is more than a chatbot. It’s a powerful assistant that can save time, improve your skills, and help you do smart work.

So, start exploring ChatGPT today — and let it help you easily turn data into insights. Want to deepen your skills? Join a data science course with Pickl.AI and gain hands-on experience with the latest tools and techniques. Learn, apply, and stay ahead in this fast-evolving field with expert guidance and real-world projects.

Frequently Asked Questions

How can ChatGPT help in data science projects?

ChatGPT helps automate coding, data cleaning, visualization, and machine learning tasks. It speeds up workflows, provides clear explanations, and even suggests real-time improvements—ideal for data science teams and solo analysts alike.

Is ChatGPT useful for beginners in data science?

Absolutely. ChatGPT simplifies complex tasks like coding and model building. It explains code, fixes bugs, and offers data insights, making it easier for beginners to learn and apply core data science skills.

Can ChatGPT replace data scientists?

No, ChatGPT enhances but doesn’t replace data scientists. It handles repetitive or basic tasks, allowing professionals to focus on strategic decision-making, creative problem-solving, and deeper data analysis.