This tutorial develops a Twitter bot in Python that will generate automated trading signals. The bot will pull real-time price data on various cryptocurrencies (Bitcoin, Ethereum, Doge, etc.) from the crypto exchange Gate.io and analyze it using predefined rules. Every time the bot detects a relevant change in prices, it … Read more
This tutorial shows how to use the Gate.io spot market-API for streaming cryptocurrency prices with Python. Streaming prices is essential if you want to implement use cases such as price analytics on an incoming stream of price data, for example, to generate trading signals in real-time. Despite being one of … Read more
In a previous article, we have shown how to retrieve social media data via the Twitter API in Python. However, there are many more cool things that we can do with the Twitter API. Another cool thing is interacting with the Twitter user account and posting automated tweets. This article … Read more
CoinMarketCap is one of the largest sources of cryptocurrency price information on the internet. The website offers multiple API endpoints that provide access to its exciting data, including current and historical price data for various cryptocurrencies such as Bitcoin, Ethereum, etc., and meta-information about coins and crypto exchanges. This tutorial … Read more
This tutorial predicts crime types in San Francisco (SF) and plots them on a zoomable city map. We work with a Kaggle dataset containing past crimes and distinguish between 39 crime types, including vehicle theft, assault, and drug-related activities. We then use Python and Scikit-Learn to train a classification model … Read more