finmind

library1.9.10pypypiunverified

FinMind is a Python library for mining financial data, primarily covering Taiwan stock, futures, and options markets. Version 1.9.10 provides datasets via API calls, with a focus on Taiwan market data. The library supports token-based authentication and offers a range of data retrieval methods. Release cadence is irregular, with frequent minor updates.

data http-networking

pip install finmind

github ↗package ↗homepage ↗docs ↗

INSTALL

IMPORT

SIG · FINMIND

finmind

datapythonv1.9.10

harness data pending

Install & Compatibility

Where this runs

No compatibility data collected yet for this library.

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

FinMind

✓ from FinMind import FinMind

✗ from finmind.database import FinData

import pandas as pd from finmind.login import login_by_token from finmind.database import FinData # Login with token (get token from https://finmind.github.io/) token = 'YOUR_TOKEN_HERE' login_by_token(token) # Get Taiwan stock info df = FinData('TaiwanStockInfo', token=token).data() print(df.head())

Debug

Known issues

breakingIn version 1.9.3, the `login` function was removed. Only `login_by_token` is supported now.

fix

Use `from finmind.login import login_by_token` instead of `from finmind.login import login`.

affects: >=1.9.3

gotchaMany datasets require a `token` parameter even after login. Always pass `token` to `FinData`.

fix

Ensure you include `token=your_token` when calling `FinData(...)`.

affects: all

deprecatedThe `use_object` parameter for bulk downloads might be deprecated in future versions. Check docs for alternatives.

fix

Monitor release notes; continue using `use_object=True` if needed.

affects: >=1.9.10

Upgrade

Version history

1.9.10latest on PyPI · released May 5, 2026

Audit

Dependencies

requestsrequiredHTTP requests to the FinMind API

pandasrequiredData manipulation and DataFrame output

Agent activity

17 hits · last 30 days

node

Resources

githubhttps://github.com/FinMind/FinMind ↗

packagehttps://pypi.org/project/finmind/ ↗

homepagehttps://finmind.github.io ↗

docshttps://finmind.github.io/ ↗