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12 Python libraries for free market data everyone should know:

yfinance

Data for stocks (historic, intraday, fundamental), FX, crypto, and options. Uses Yahoo Finance so any data available through Yahoo is available through yfinance.

https://t.co/NhalKeCmJd

pandas-datareader

pandas-datareader used to be part of the pandas project. Now an independent project. Includes data for stocks, FX, economic indicators, Fama-French factors, and many others.

https://t.co/mtvA0FKn9g

IBApi

The official API for Interactive Brokers provides access to all the data available through IB. Replaces IBPy.

https://t.co/Gsq1Q54Hgj

Alpha Vantage

Alpha Vantage delivers a free API for real-time financial data and most used finance indicators in a simple JSON or CSV format.

https://t.co/qLMfOnFecX

Nasdaq Data Link (formerly Quandl)

Get millions of financial and economic datasets from hundreds of publishers directly into Python.

https://t.co/wlfN3RgzKm

Twelve Data

Access 100,000+ symbols for stock, forex, index, and fundamental data from global markets.

https://t.co/EYrD1RU0a7

Polygon .io

Real-time and historical data for stocks, FX, and crypto.

https://t.co/2FhQgezqDY

Tradier

Python libraries to connect to the Tradier API.

https://t.co/tGaK8mO5iy

Alpaca-py

Do everything from streaming market data to creating your own investment apps.

https://t.co/5IVidvTsdk

Finnhub

Real-time RESTful APIs and websockets for stocks, currencies, and crypto.

https://t.co/0tZdg4zoAO

marketstack

Real-time intraday and historical market data with 30+ years of history and 170,000+ tickers.

https://t.co/gzj40M1YR2

Tiingo

End-of-day stock price data API that emphasizes redundancy, transparency, and completeness

https://t.co/YBxOs9dX0h

Here's what we covered:

IBApi
Tiingo
Tradier
Alpaca
Finnhub
yfinance
Polygon .io
marketstack
Twelve Data
Alpha Vantage
Nasdaq Data Link
pandas-datareader

That's a lot of data!

What to keep all these handy?

Hop back to the top and retweet the top tweet so you can find it later - and so others can find it too!

Here's the link: https://t.co/3btOAoaOtw

12 Python libraries for free market data everyone should know:
— PyQuant News (@pyquantnews) August 27, 2022

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Vibhu Vashisth
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Shaista Khan entered Deccan to kill Chhatrapati Shivaji Maharaj & to destroy his empire. Shahista Khan captured a lot of province and fort of Chakan near Pune.

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Till 3 years he gave lot of troubles to the subjects of Chhatrapati Shivaji Maharaj and he personally made Lal Mahal his destination to live at , which was the property of Chhatrapati Shivaji Maharaj . Lal Mahal, where Chhatrapati Shivaji Maharaj spent his childhood.

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Sri Mridanga Saileswari Temple Muzhakkunnu, Kannur KERALA

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Devi will answer all the prayers of her devotees who pray to her with utmost devotion lighting the ghee deepam.

It is the family diety of Kerala Varma Pazhassi Raja.
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Legend...👇
Once a Mridungam ( musical instrument) shaped rock fell from heaven here.
@SriramKannan77

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🕉

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•Two questions to always ask:

~Why stock is going up/down and when?
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• Trade only stocks with Momentum
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• Observe fight between buyer & seller
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• Check Support & Resistance
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$Anu Satheesh \U0001f1ee\U0001f1f3$

Anu Satheesh 🇮🇳...
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Thuravoor Narasimha Swamy Temple
Alappuzha, Kerala
#KeralaTemples 🚩

Thuravoor Narasimha Swamy or Thuravoor Mahakshetram is situated in Alappuzha with Narasimha Swamy and Sudharshana Moorthy as main Prathishta.
Temple has separate Sannidhi for Vadakkanappan ( Narasimha) and 👇

Tekkanappan ( Sudarshana).

Sthala puranam says that Vigraham of Narasimha was brought from Varanasi. Swami Padmapadar, shishya of Adi Sankaracharya, had worshipped the same Vigraham at Kashi.
A Namboodiri, on his way to Kashi saw a powerful light which disappeared here 👇

Namboodiri dug the place and he found a beautiful beautiful Vigraham made of Anjanasila. It is said that the vigraham occupied a site, which was the place of Durga Devi
Sudarshana Moorthy is about 6 Ft, Chaturbahu. Deepavali is famous festival here.
Om Narasimha Swamine Namah
🕉