Check out the latest advancements in AI-powered tools for data visualization! Explore how ChatGPT can assist developers, analysts, and managers with understanding and visualizing their data. Dive into the top prompts designed to enhance your data science experience and make finding insights a breeze.
Pros and cons of using ChatGPT’s Code Interpreter
| Pros |
|---|
| For exploratory data analysis and visualization, Code Interpreter is insane. Your own personal data analyst and scientist. |
| Ask using natural language rather than memorizing or looking up Seaborn or Matplotlib commands. |
| Ask GPT to explain a graph if you want to learn more about it or if you don’t understand how it works. Real-time explanations are useful for someone like who has no trading experience. |
| With a few simple prompts, you can make GIFs, videos, business plans, Charts, websites, and anything else. |
| Cons |
|---|
| It quickly loses its allure because it is unable to recognize patterns without additional information. It might be helpful for predicting behavior if it accurately identified sentiment, product revenue, and overlaid it with averages. |
Prompt #1
Prompt: Graph common moving averages
Prompt #2
Prompt: Graph the log price
Prompt #3
Prompt: Graph the log distribution of prices
Prompt #4
Prompt: Graph volumes of shares traded
Prompt #5
Prompt: Create 5 beautiful and useful visualizations based on the data that is relevant to financial analysts and traders.
Prompt #6
Prompt: Here is the TESLA Inc Last 5 Years Stock Historical dataset, take a look and tell me what you find.
Prompt #7
Prompt: Kaggle dataset on tesla stock over the past 5 years
Prompt #8
Prompt: Can you please explain this file in simpler terms1. Simpler explanations
I had a really interesting file of Customer Lifetime Value, an important metric for every business.
Asked Code Interpreter to explain everything in simple language
✅Prompt – Can you please explain this file in simpler terms pic.twitter.com/qOaOXX9xQh
— Kanika (@KanikaBK) July 10, 2023
Prompt #9
Prompt: Asked for data Insights and recommendations2. Asked for data Insights and recommendations
✅ Prompt – Provide actionable insights and recommendations for improving customer retention and maximizing profitability based on the analysis. pic.twitter.com/WyTDCRGc4c
— Kanika (@KanikaBK) July 10, 2023
Prompt #10
Prompt: Create a Heat map using this data.3. Creating Heatmap:
This part was amazing!
I asked CODE INTERPRETER to generate a heat map from the data.
To my surprise, I got a spectacular map with all relevant explanations
✅ PROMPT – Create a Heat map using this data. pic.twitter.com/jFYQQihyZ5
— Kanika (@KanikaBK) July 10, 2023
Prompt #11
Prompt: Create a visual chart, based on this data and explain the chart with pointers4. Visual Chart Representation – Bar Chart
I wanted a bar chart to share, here is my result.
✅ Prompt – Create a visual chart, based on this data and explain the chart with pointers pic.twitter.com/iEwzyasKzq
— Kanika (@KanikaBK) July 10, 2023
Prompt #12
Prompt: Can you create 10 visuals to represent different data? Include explanations in the last.5. 10 VISUAL CHARTS in one go:
Asked Code Interpreter to create 10 Visuals from the data.
✅ Prompt – Can you create 10 visuals to represent different data? Include explanations in the last. pic.twitter.com/5yHjPjtAU6
— Kanika (@KanikaBK) July 10, 2023
Prompt #13
Prompt: Can you please do a Segmentation and Analysis for HighValue, Medium Value and Low Value customers & highlight some interesting Key points using the data?6. Segmentation and Analysis:
I really wanted to know more about High Value, Medium Value and Low Value Customers
✅ Prompt: Can you please do a Segmentation and Analysis for HighValue, Medium Value and Low Value customers & highlight some interesting Key points using the data? pic.twitter.com/GSOvDC5dHn
— Kanika (@KanikaBK) July 10, 2023
Prompt #14
Prompt: Can you show me the top trends in a visual format using the data?7. Analysis of Trends:
✅ Prompt – Can you show me the top trends in a visual format using the data? pic.twitter.com/FyVhYMH1SH
— Kanika (@KanikaBK) July 10, 2023
Prompt #15
Prompt: Can you tell me some interesting insights about the highest revenue grossing channel & share 5 tips to improve the lowest grossing channel8. Asked insights about highest REVENUE grossing channel
✅ Prompt: Can you tell me some interesting insights about the highest revenue grossing channel & share 5 tips to improve the lowest grossing channel pic.twitter.com/JLzW8ZI11D
— Kanika (@KanikaBK) July 10, 2023
Prompt #16
Prompt: Can you create a presentation based on this dataset?9. Presentation Outlining
Code Interpreter gave me an interesting outline for the presentation.
✅ Prompt – Can you create a presentation based on this dataset? pic.twitter.com/6eoJegbpPA
— Kanika (@KanikaBK) July 10, 2023
Prompt #17
Prompt: Use Columns 3 & 5 & share the cost revenue ratio for each row10. Calculation: Cost/Revenue
Asked Code Interpreter, to calculate CR ratio, gave me the result, but wasn’t able to calculate it for the whole file, as it’s super long. However correct formula was shared✅Prompt: Use Columns 3 & 5 & share the cost revenue ratio for each row pic.twitter.com/kzgPY7fBhl
— Kanika (@KanikaBK) July 10, 2023
Prompt #18
Prompt: Identify the primary colors and objects in this image.Prompt #19
Prompt: Adjust the brightness and contrast in this image.Prompt #20
Prompt: Resize this image to 1000px, maintain aspect ratio.Prompt #21
Prompt: Provide metadata for this image.Prompt #22
Prompt: Provide metadata for this image.Prompt #23
Prompt: Compare this image with another one.Prompt #24
Prompt: Convert this image's color scheme to grayscale.Prompt #25
Prompt: Separate the image into its individual elements, or objects.Prompt #26
Prompt: Analyze the texture of this image.Prompt #27
Prompt: Crop this image to 50/50.Prompt #28
Prompt: Enhance the resolution of this image.Prompt #29
Prompt: Overlay this text over the image: (text)Prompt #30
Prompt: Apply this watermark to this image.That’s a wrap!
In conclusion, the Code Interpreter plugin offers significant time-saving benefits for individuals working in Sales and Marketing. Tasks that were once considered tedious and time-consuming, such as creating PowerPoint presentations, conducting detailed client analysis, and monitoring key metrics, can now be completed in a matter of minutes with the help of this powerful tool.
Previously, professionals relied on various software applications like Excel, Docs, Word, and PowerPoint to accomplish these tasks. While data downloading was often a separate and time-consuming process, it has now become effortless with the use of software and SAAS platforms, allowing users to export the necessary data with a single click.
The introduction of the Code Interpreter further enhances efficiency by providing a seamless integration of coding capabilities within ChatGPT. By utilizing the plugin, Sales and Marketing professionals can leverage the power of automation to perform their tasks more quickly and effectively. Whether it’s generating presentations, conducting in-depth client reviews, or analyzing key metrics, the Code Interpreter streamlines these processes, saving valuable time and increasing productivity.
FAQs
What is the ChatGPT’s Code Interpreter?
The Code Interpreter enables users to write and run Python code as prompts directly within ChatGPT, facilitating data analysis, chart generation, and complex mathematical calculations.
What are the latest advancements in AI-powered tools for data visualization?
The latest advancements include OpenAI’s Code Interpreter in ChatGPT, which allows users to analyze and visualize data using natural language queries.
How can ChatGPT assist developers, analysts, and managers with understanding and visualizing data?
ChatGPT’s Code Interpreter can provide real-time explanations of graphs and assist users in exploring and understanding their data without the need for memorizing or looking up specific commands.
How does the Code Interpreter simplify data analysis?
By eliminating the need for extensive programming knowledge, the Code Interpreter removes barriers and allows users to automate quantitative research, consolidate data, and gain valuable insights.
Can ChatGPT recognize patterns in data without additional information?
ChatGPT’s Code Interpreter requires additional information to recognize patterns effectively, such as sentiment analysis, product revenue data, and averages overlaid on graphs.
What is the size limit for uploaded files in ChatGPT’s Code Interpreter?
How are users testing the Code Interpreter?
Users are actively engaging with the Code Interpreter, exploring its capabilities in various domains. One notable example is a professor at the University of Pennsylvania who used ChatGPT to discuss the shape of the Earth.
What benefits does the Code Interpreter bring to users?
The Code Interpreter empowers users to perform data analysis tasks and addresses concerns about ChatGPT’s limitations, offering new avenues for exploration and productivity.
How does the Code Interpreter impact data science?
The Code Interpreter simplifies data analysis, making it accessible to individuals without extensive programming knowledge, thereby reducing limitations and democratizing data science.
How can users access the Code Interpreter in ChatGPT?
The Code Interpreter is available to ChatGPT+ subscribers, who can utilize the tool for data analysis and visualization by upgrading their subscription.
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