Twelve data python api tutorial 2023 free data

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sure! here is an informative tutorial on using the twelve data python api to fetch free data in 2023.

### step 1: sign up and get api key
1. go to the [twelve data website](https://twelvedata.com/) and sign up for a free account.
2. once you have signed up, you will receive an api key which you will use to authenticate your requests.

### step 2: install required library
you will need to install the `requests` library to make http requests in python. you can install it using pip:
### step 3: make api requests
here is an example code snippet demonstrating how to fetch free data using the twelve data python api:
### step 4: handle the response
once you make a request, you will receive a json response containing the data you requested. you can then parse and manipulate this data as needed for your application.

### step 5: explore more endpoints
you can explore more available endpoints and parameters in the [twelve data api documentation](https://twelvedata.com/docs).

### conclusion
in this tutorial, you learned how to use the twelve data python api to fetch free data in 2023. by following the steps outlined above and using the provided code example, you can start integrating twelve data api into your python projects.

please note that the code example provided is just a basic demonstration. make sure to read the official documentation for detailed information on available endpoints and parameters.

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