Live demo of GPT-4o coding assistant and desktop app

gpt-4o.ipynb

Ask ChatGPT for visual data analysis

Prompt #1: "Okay ChatGPT, I'm sharing with you the plot now. I'm wondering if you can give me a really brief one-sentence overview of what you see."

Prompt #2: "Fantastic. I have another question for you. Which months do you see the hottest temperatures and roughly what temperatures do those correspond to?"

Prompt #3: "What's going on with the y axis? Is this in Celsius or Fahrenheit?"

ChatGPT response from the live demo

Response #1: "The plot displays smoothed average, minimum and maximum temperatures throughout 2018 with a notable annotation marking a big rainfall event in late September."

Response #2: "The hottest temperatures occur around July and August. The maximum temperature during these months is roughly between 25 degrees and 30 degrees (77 degrees Fahrenheit to 86 degrees Fahrenheit)."

Response #3: "The y axis is in Celsius. The temperatures are labeled accordingly such as average temperature, minimum temperature and maximum temperature."

ChatGPT response from the text input

Response #1: "The plot shows the daily average, minimum, and maximum temperatures over the year 2018, with a significant rainfall event annotated in late September."

Response #2: "The hottest temperatures occur during July and August, with maximum temperatures reaching around 30°C, average temperatures around 20-25°C, and minimum temperatures between 15-20°C."

Response #3: "The y-axis is labeled as “Temperature” and given that the values are between -5 and 30, it is most likely in degrees Celsius. This range is typical for weather data in Celsius, especially considering the location (49.2497° N, -123.1193° W) which corresponds to Vancouver, Canada."

Response from GPT-4 model (gpt-4-turbo-2024-04-09)

Response #1: "The plot displays the daily average, minimum, and maximum temperatures throughout 2018, with a noticeable annotation for a significant weather event labeled “Big Rainfall” in September, showing a peak in maximum temperature."

Response #2: "The hottest temperatures in the plot occur around July and August, where the maximum temperature line (green) peaks at approximately 25 to 30 degrees Celsius."

Response #3: "The y-axis of the plot is likely showing temperatures in degrees Celsius, as indicated by the values ranging from about -5 to 30 degrees Celsius, which are typical temperature ranges you might expect to see in many parts of the world using the Celsius scale."