Performance & Benchmarks - Context Analytics

Year-to-Date Update: Multi-Source Sentiment Strategies Continue to Deliver

September 18, 2025

At Context Analytics, we remain at the forefront of unstructured financial data, transforming raw information into actionable insights that drive trading performance. Our patented natural language processing (NLP) tools power standardized metrics across multiple data streams—including Twitter, Stocktwits, and financial news. These three distinct yet complementary sources form the foundation of our sentiment-driven trading strategies.

Utilizing Social Media Sentiment for Market Insights

July 31, 2025

Context Analytics (CA) leads the industry in structuring and analyzing unstructured text for sentiment analysis in financial markets. One of CA’s flagship offerings, the S-Factor feed, delivers a comprehensive suite of social sentiment metrics sourced from Twitter and Stocktwits, differentiated by platform for greater accuracy.By grouping securities into sentiment-based quintiles, we reveal a strong correlation […]

Stocktwits S-Score Close-to-Close Quintiles

June 26, 2025

Context Analytics (CA) has ingested messages from Stocktwits, a social media platform for discussing financial securities, for over 10 years. CA scores and aggregates sentiment by security from each message over a rolling 24-hour window and creates S-Factors, which describe the conversation quantitatively. The S-Factor feed is one of Context Analytics’ longest running products and […]

Enhancing Sentiment Signals with Historical Performance Statistics

June 18, 2025

Context Analytics has provided X (formerly Twitter) Social Sentiment factors on individual securities for over a decade. With this history of sentiment paired with subsequent price action, Context Analytics continually creates metrics on the performance of securities that have extreme sentiment signals. Previously we explored this topic and now we look to update the study.

CA sentiment data vs. S&P 500 RavenPack AI Sentiment Index

January 17, 2025

Introduction

Exploring the Impact of Twitter Volume on Sentiment Scores

May 22, 2024

In the evolving world of sentiment analysis, Context Analytics (CA) stands as a leader in processing and structuring textual data from a wide array of sources, including Twitter, StockTwits, Reddit, News, Corporate Filings, and custom inputs. Today, we delve into CA’s Twitter S-Factor feed, a product that grades sentiment from Twitter messages on a scale […]

Twitter S-Score Open-to-Close Quintiles

March 28, 2024

Context Analytics (CA) is the leader in processing and structuring textual data for sentiment analysis. CA ingests data from a variety of sources including Twitter, StockTwits, Reddit, News, Corporate Filings, and custom inputs. Today, we’ll be focusing on CA’s Twitter S-Factor feed, which grades the sentiment from Twitter messages on a scale of -1.000 to […]

2023 StockTwits S-Score Open-to-Close Quintiles

January 10, 2024

Context Analytics (CA) is the leader in processing and structuring textual data for sentiment analysis. CA ingests data from a variety of sources including StockTwits, a social media platform for investors and traders to share ideas about the market or securities. CA grades the sentiment from StockTwits messages on a scale of -1.000 to 1.000, […]

Crypto Twitter Effect: Correlation Between SV-Score & Crypto Returns

December 13, 2023

The world of cryptocurrency has witnessed extraordinary growth and attention this year, with Bitcoin posting a staggering 150%+ year-to-date return. As digital assets continue to gain popularity, a fascinating relationship has emerged between Twitter mentions and subsequent cryptocurrency stock prices. In this blog, we delve into the intricate details of this correlation and highlight the […]

StockTwits S-Score Quintiles

August 31, 2023

Context Analytics is the leader in processing and structuring textual data for sentiment analysis. One of Context Analytics’ longest-running products is the S-Factor feed. The S-Factor feed is a suite of metrics that describe Social Sentiment from messages on a social media platform separated by source.

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Year-to-Date Update: Multi-Source Sentiment Strategies Continue to Deliver

September 18, 2025

Utilizing Social Media Sentiment for Market Insights

July 31, 2025

Stocktwits S-Score Close-to-Close Quintiles

June 26, 2025

Enhancing Sentiment Signals with Historical Performance Statistics

June 18, 2025

CA sentiment data vs. S&P 500 RavenPack AI Sentiment Index

January 17, 2025

Exploring the Impact of Twitter Volume on Sentiment Scores

May 22, 2024

Twitter S-Score Open-to-Close Quintiles

March 28, 2024

2023 StockTwits S-Score Open-to-Close Quintiles

January 10, 2024

Crypto Twitter Effect: Correlation Between SV-Score & Crypto Returns

December 13, 2023

StockTwits S-Score Quintiles

August 31, 2023

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