Analyzing Stock Market Activity of US Senators with Python¶ In 2012, a law called ” Stop Trading on Congressional Knowledge (STOCK) Act of 2012″ was passed, which prohibits the use of non-public information for private profit, including insider trading by members of Congress and other government employees. This law however did not completely ban stock, […]
Visualizing Prediction Markets with Python and Kalshi¶ In this blog post we’ll explore Prediction Markets using Kalshi. What is Kalshi?¶ Kalshi is a predictions market, regulated by the Commodity Futures Trading Commission (CFTC) where you can buy event contracts based on future outcomes for certain events, such as the number of COVID cases in the […]
In this blog post we’ll explore visualizing the Yield Curve through a cool 3D Surface Plot, since we’ll be exploring 3 dimensions of data: the rate yields, the publication date, and the rate periods. Grabbing Yield Curve for 2022¶ We can use the pandas library to directly read the HTML table from the treasury website: […]
Learn how to use Python and Data Science to visualize and analyze inflation data.
Guide to Web Scraping with Python¶ In this blog post we’ll get you started with web scraping and Python. Before we begin, here are some important rules to follow and understand: Always be respectful and try to get premission to scrape, do not bombard a website with scraping requests, otherwise your IP address may be […]
Welcome to this blog post on Natural Language Processing, specifically generating new text! In this blog post we’ll explore how to gather a bunch of Weezer lyrics and train a Recurrent Neural Network (RNN) to generate new lyrics character by character. Let’s dive in! Gathering the Data¶ Let’s leverage an existing an API to gather […]