Webscraping Blockchain Data Seemingly Embedded In Javascript Through Python, Is This Even The Right Approach?

I'm referencing this url: https://tracker.icon.foundation/block/29562412 If you scroll down to 'Transactions', it shows 2 transactions with separate links, that's essentially what

Solution 1:

You're right. This page is populated asynchronously using JavaScript, so BeautifulSoup and similar tools won't be able to see the specific content you're trying to scrape.

However, if you log your browser's network traffic, you can see some (XHR) HTTP GET requests being made to a REST API, which serves its results in JSON. This JSON happens to contain the information you're looking for. It actually makes several such requests to various API endpoints, but the one we're interested in is called txList (short for "transaction list" I'm guessing):

def main():

    import requests

    url = "https://tracker.icon.foundation/v3/block/txList"

    params = {
        "height": "29562412",
        "page": "1",
        "count": "10"
    }

    response = requests.get(url, params=params)
    response.raise_for_status()

    base_url = "https://tracker.icon.foundation/transaction/"

    for transaction in response.json()["data"]:
        print(base_url + transaction["txHash"])

    return 0


if __name__ == "__main__":
    import sys
    sys.exit(main())

Output:

https://tracker.icon.foundation/transaction/0x9e5927c83efaa654008667d15b0a223f806c25d4c31688c5fdf34936a075d632
https://tracker.icon.foundation/transaction/0xd64f88fe865e756ac805ca87129bc287e450bb156af4a256fa54426b0e0e6a3e
>>>