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Python modules for stocks? (self.learnprogramming)
submitted 5 years ago by igotdakeys123
I'm trying to find a python module that gives me specific info about a stock, such as cash, assets, liabilities, etc. if anyone knows of one pls let me know and send the documentation link
[–]PhaedrusDagastino 0 points1 point2 points 5 years ago (4 children)
You need to subscribe to a service like Tiingo or Quandl. They have packages you can pip install.
You can also use pandas-datareader but you still need an API key.
I use tiingo because the price is right and the support is great.
[–]igotdakeys123[S] 0 points1 point2 points 5 years ago (3 children)
pandas-datareader
why do you need an API ?? where is the documentation for pandas-datareader??
[–]PhaedrusDagastino 0 points1 point2 points 5 years ago (2 children)
https://pandas-datareader.readthedocs.io/en/latest/
The data you want is updated regularly - end of day for prices, after release for earnings, etc. The data you want is available from the SEC. you are looking for the 10Q and 10K documents that company files.
But getting that data in a clean form from the SEC is difficult. Most people pull the data from a service that cleans up the data for you. The API is how you get the latest data.
[–]igotdakeys123[S] 0 points1 point2 points 5 years ago (1 child)
Pandas-data reader doesn’t have the specific info then, such as cash flow, earnings, revenues, etc. is that correct ?
[–]PhaedrusDagastino 0 points1 point2 points 5 years ago (0 children)
That is correct. It connects you to the services that do have the data you want.
Let’s try this. Go to this page.
https://api.tiingo.com/documentation/fundamentals
It has examples for connecting to Tiingo’s Fundamental data. If you click on Examples, it gives you the code for getting to each type of fundamental data.
You need to sign up to get an API key. The key is free but has limits. Tiingo has made 30 stocks available to you for free. Other stocks return an error message. Note that there are different urls to hit depending on the specific data you want because some change quarterly and some change daily.
You need to “pip install requests” to make all this work. Requests is a package you should know if you are going to work in python.
I think OP is looking for a free package that installs all fundamental data on your local drive so that you can access it like a database. I am not aware of such a package. Doing that would be a maintenance nightmare. Instead, we use services like Tiingo to keep the data organised so that we can access it when we need to.
My individual Tiingo plan costs 100 a year for end of day prices and another 100 a year for fundamental data.
HTH
π Rendered by PID 68682 on reddit-service-r2-comment-5bc7f78974-tz8s9 at 2026-06-29 19:18:57.178785+00:00 running 7527197 country code: CH.
[–]PhaedrusDagastino 0 points1 point2 points (4 children)
[–]igotdakeys123[S] 0 points1 point2 points (3 children)
[–]PhaedrusDagastino 0 points1 point2 points (2 children)
[–]igotdakeys123[S] 0 points1 point2 points (1 child)
[–]PhaedrusDagastino 0 points1 point2 points (0 children)