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Go to ChatGPT account's Settings → Beta Features → Code Interpreter. Once you have done this, click on GPT-4 and enable Code Interpreter. You will see a small plus (+) sign in the chat bar. This will help you upload a dataset.
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ChatGPT's BIGGEST UPDATE — Code Interpreter. Simply upload a large dataset and it will analyze it for you. It will also create charts and graphs. In seconds. Here's how to use it. Code Interpreter 101: A Video Tutorial
For this tutorial, I am using a data set by Pew Research Center. Simply go to Pew's website and download a dataset.
Now click on the plus (+) sign and upload the dataset. You don't even have to upzip it. ChatGPT will accept the zipped file. It will take ChatGPT to process the file.
Once ChatGPT has processed the file, you can start asking questions. Here I asked ChatGPT to tell me what the dataset is about.
Now you can ask ChatGPT to give you a sophisticated analysis of the dataset. It will analyze the data and also create charts and graphs for you.
Want to learn how to use AI-powered apps to supercharge your academic writing? I have a complete tutorial (250+ slides) for you. It's being used by 2,200+ academics including those at Harvard, Princeton, Yale, and Stanford. You can get it here:
PS: I don't work with quantitative data. But I have started learning about data science and Code Interpreter. Two scholars I recommend are: 1. Prof. Ethan Mollick (@emollick) who regularly writes about Code Interpreter. 2. Kareem Carr (@kareem_carr) who writes about data science for non-specialists.
@kareem_carr Found this thread helpful? 1. Scroll to the top and retweet the first tweet to share it with your friends. 2. Bookmark it so you can come back to it later. 3. Follow me for regular threads on how to use AI apps for academic purposes.
TY!
Great. Do you know an AI that performs LMDI decomposition analysis?
I think this feature is for Plus users. Does it work for those who are not upgrading to Plus?
![👀 I used OpenAI's Code Interpreter to make Flappy Bird 🐦in 7 minutes: Code Interpreter/GPT-4 for code generation. Pre-existing or AI-generated assets for graphics. --- Here's how to make the game in only 6 steps: (1): Enter the following prompt: "write p5.js code for Flappy Bird where you control a yellow bird continuously flying between a series of green pipes. The bird flaps every time you left click the mouse. If the bird falls to the ground or hits a pipe, you lose. This game goes on infinitely until you lose and you get points the further you go". (2): Use generative AI or existing game assets and spirits. I searched "flappy bird assets" on Google and used the first link, a GitHub repo with pngs from the original Flappy Bird. (3): Use this prompt to link assets to the code: "Please generate the entire file again based on the fact I'm using a unique background, spirits for the bird, and pipes. Here is the list of assets I'm using: [list of file names]." Code Interpreter should modify the code accordingly to include the list of file names. (4) Make an account OpenProcessing -> create a sketch -> paste in the code generated by Code Interpreter -> upload in-game assets from step (2). (5) (Optional) Ask ChatGPT to make changes to improve the in-game experience e.g., adding a high score, restarting the game when the bird dies, etc. Copy the new code into your OpenProcessing sketch and reload the game. (6) If something doesn't work, ask GPT4 to fix it. Copy and paste the error message and ask it to regenerate the code. --- Bonus Tips: - Iteratively test code. Each time you make a change using Code Interpreter, test the updated code by playing the game so you catch new bugs early. - Learn programming by asking questions: "Act as a senior programmer very good at explaining concepts to a beginner. Tell me how gravity works in this game and how you used code to make this happen."Code Interpreter/GPT4 for code generation. Download Pre-existing assets or generate new images for graphics. Excited to see what you make!](https://image.24vids.com/tw-1678801892858556417/ext_tw_video_thumb/1678801683596423169/pu/img/eUKZlT6rmDJJlHGD.jpg)
