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I would like to know, if it is possible to retrieve/ download the annual reports of the a given company.
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Unfortunately not with the API, you have to do it manually through Eikon, 'Filings' section on the company overview or 'AAPL.O FIL' from the command bar.
Total Returns and Price Returns over specific periods
Companies data clarifications
Companies missing data EBITDA
Eikon API: Retrieving filing date for annual reports
Importing specialized Eikon data into Jupyter Notebook