how to get the up to date accurate share float for any ticker in NASDAQ?

Of course, one can get from Nasdaq.com itself.
Here is an example for AAPL.
https://www.nasdaq.com/symbol/aapl/institutional-holdings
But if you need to scrape, go slow... very slow. I got banned for >1 week.

Institutions holding shouldn't indicate whether it's restricted or not?


What is Floating Stock?
Floating stock is the number of shares available for trading of a particular stock. Floating stock is calculated by subtracting closely-held shares and restricted stock from a firm’s total outstanding shares. Closely-held shares are those owned by insiders, major shareholders, and employees. Restricted stock refers to insider shares that cannot be traded because of a temporary restriction such as the lock-up period after an initial public offering.
 
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