How to parse html tables to json with python

parsing html tables to json in python involves several steps. first, you need to retrieve the html content, which can be done using libraries like `requests` or `urllib`. once the html is obtained, you can utilize libraries such as `beautifulsoup` or `lxml` for parsing the html structure. these libraries allow you to navigate the dom and extract table data by locating specific elements like `table`, `tr`, `th`, and `td`.

after extracting the relevant data, you can organize it into a structured format, typically using dictionaries and lists. each row of the table can be represented as a dictionary where the keys are the column headers, and the values are the corresponding cell data. finally, the structured data can be converted to json format using the `json` library. this process provides a flexible and efficient way to transform tabular data from html into a widely-used, machine-readable format.
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