From the course: Complete Guide to Generative AI for Data Analysis and Data Science

Unlock the full course today

Join today to access over 24,800 courses taught by industry experts.

Loading JSON into dataframes

Loading JSON into dataframes

From the course: Complete Guide to Generative AI for Data Analysis and Data Science

Start my 1-month free trial Buy for my team

Loading JSON into dataframes

“

- [Instructor] Now, we're going to use ChatGPT to upload data from a JSON file into a Pandas DataFrame. So the first thing I want to do is upload a file from my computer, so I'm going to use products.json. And I'm going to ask ChatGPT to, "Create a script to load data in this JSON file into a DataFrame." (key clicking) Now, let's take a look at this script. What we have at the top here is our import statement, so we're importing the Pandas library and also a library called JSON. So the JSON library has some additional functions that we'll need to map our data from JSON structure into a tabular structure, like a DataFrame. So we have a file path where we specify the location of our products file. Now, if we were to copy this code and run it either in Colab or in say a local environment, we'd have to update the file path to point to wherever we have the products.json file. Now, the next thing we do is we open the file, so we make it readable, so we open it as a readable file, and we use…

Contents