Top 10 Useful Python Packages to Pull Cryptocurrency Data Seamlessly; in 2023

The top applicable Python packages to pull cryptocurrency data seamlessly are enlisted.

With the response from the general public, the cryptocurrency market has recently attracted a good amount of developers from all over the world, investors, and businesses. So, we have created a list of applicable Python packages to pull cryptocurrency data seamlessly.

The trend is still in place without any interruptions, but using bitcoin market data to produce crypto-based businesses has started a new chapter. There are several sources for obtaining cryptocurrency data, but dependability is the most crucial aspect, so it's best to opt for Python packages.

This article will look at the top applicable Python packages to pull cryptocurrency data seamlessly.

1. Alpha Vantage

A new player by the name of Alpha Vantage gained traction when the Yahoo Finance API ceased working. It was one of the first data suppliers and was an excellent substitute for Yahoo Finance API. Up to this point, Alpha Vantage usage has not decreased. They provide excellent documentation with many examples, even though it is less sophisticated than IEX Clouds. The best aspect is that most of the data is free to use up to a certain level, and they offer hundreds of API endpoints for all sorts of data.

2. Pandas DataReader

A sub-package of Python's Pandas is called Pandas DataReader. This package pulls the Yahoo Finance API's historical data for the specified stock or cryptocurrency symbol. As no API key is required to extract, analyze, or manipulate data, this resource is suitable for novices. The data that was removed and the original market data are practically identical.

3. YFinance

YFinance is a Python library used to extract various types of market data, much like Pandas DataReader. With the help of YFinance, one may extract historical data and information on relevant topics, such as the profile of a specific symbol.

4. CrytpoCompare

With the help of its highly customizable APIs, CryptoCompare enables customers to extract numerous types of cryptocurrency data. Many API endpoints, including those containing various blockchain data, are available to users. Due to crypto compare's user-friendly website and documentation, where the appropriate API URL may be built and adjusted, most users fall in love with it.

5. IEX Cloud

The vast array of API endpoints offered by IEX Cloud includes market data for stocks, commodities, FX, options, and cryptocurrencies. The API is simple to use in any programming language, and the data is trustworthy. The API has several highly customizable parameters that may be used to obtain the necessary data. I genuinely appreciate how much effort and time IEX Cloud put into producing excellent documentation.

6. Twelve Data

With a massive number of API endpoints for all kinds of market data, Twelve Data is now one of the top producers of market data. The Twelve Data APIs have some of the most significant documentation ever and are extremely simple. This is a fantastic starting point if you want to learn how to extract crypto data via APIs.

7. Polygon.io

Regularly updating market data on Polygon.io is one of its finest features. The data is updated in real-time and offers some of the most precise market information. This platform provides infinite APIs with excellent documentation, just like Twelve Data.

8. Messari

The second issue is the API documentation's division of outdated functioning APIs from deprecated APIs. Each endpoint is well explained, with several examples in the Messari API documentation. They even offer Python, JavaScript, and shell scripts to submit an API request.

9. Fastquant

The get_crypto_data() function of the entire Python package Fastquant, which primarily focuses on backtesting trading techniques, offers reliable cryptocurrency data. The historical market data for the provided cryptocurrency for the defined period will be returned by this method.

10. Coinlayer

With any programming language, interacting with the APIs is simple. Another helpful tool that offers a sizable number of API endpoints with highly configurable capabilities is Coinlayer. The data has excellent documentation and is entirely trustworthy.