NLTK: Installation, Environment, Application in NLP
NLTK is a popular python package for working on Natural Language Data. Learn some of its most used tools to preprocess political news twitter dataset and create a Sentiment Analysis model....
Sentiment Trading
There are two ways to automate sentiment trading: using news and social media or using market actions. Get free downloadable codes and strategies to get started.
Bag of Words: Approach, Python Code, Limitations
Bag of Words is used in natural language processing and information retrieval. Learn its applications, code it in python and understand its limitations...
VADER Sentiment Analysis in Algorithmic Trading
VADER sentiment helps us to decode and quantify the emotions contained in media such as text, audio or video. We will learn how to implement VADER in our trading strategy....
Step By Step Guide To Natural Language Processing (NLP) In Trading
This blog is a step by step guide about how one can use NLP or Natural Language Processing in Trading. It covers the basic structure from a traders perspective....
Trading China A-Share Stocks Based On Social Media Data Analysis In Python
In this article, we will understand how natural language processing, sentiment analysis and social media play a role in the share markets with the help of Python. This would be explained with respect to the trading in China markets A-share stocks....
Detecting Bots On Twitter Using Botometer
In this blog, we will learn what bots are and how they can skew the sentiment analysis used in your trading strategy, along with a strategy to identify bots.....
Crowdsourced Sentiment Analysis Trading Strategy
This article explores a simple Crowdsourced sentiment analysis trading strategy based on a sentiment indicator bar provided by a financial news portal....
Sentiment Trading Indicators and Strategy – Part 2
This article explains how to use CBOE Volatility Index (VIX), Margin debt, and Mutual Fund cash position as sentiment indicators for trading in markets....
Sentiment Trading Strategy and Indicators – Part 1
This article talks about TRIN and Put/Call Ratio that are Sentiment trading indicators and the strategies based on these indicators....