# Introduction

**Sentiment analysis** is one of many indicators that is used for predicting stock movement. There are many sources of stock sentiment across the internet including mainstream news outlets and forums. The goal of this project is to leverage the vast amount of user data [stocktwits](http://stocktwits.com) has to offer for predicting next-day stock movement.

![](/files/-MD1cGje8eTibfZLjfMz)


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# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://lijeffrey39.gitbook.io/sentiment-ai/master.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.