CA Research Team - Page 14 - Context Analytics

SMA Short Squeeze Data Feed

February 22, 2021

Since the now famous GameStop (GME) short squeeze we have received inquiries about Twitter’s ability to identify short squeezes early and do we have any products to help identify these stocks prior to the squeeze? In fact, Twitter is excellent at identifying early discussions of short squeezes. We have a pre-market open Short Squeeze Alert […]

SMA Futures Data Sanities

January 4, 2021

This blog will explore the predictive nature of our Futures Twitter based sentiment factors. We calculate real time predictive sentiment on 106 futures. Although factors calculated are identical to equity-based S-factors the NLP is unique because conversations on futures vary significantly based on asset classes. For example, an oil refinery fire is going to be […]

SMA S-Score Strength on the Wings

January 16, 2020

Social Market Analytics (SMA) calculates metrics describing the current conversation on Twitter relative to historical baselines using statistical Z-Score metrics. Most Twitter conversations are neutral on a given day. If the conversation on Twitter is neutral, stock price is being driven by something other than social media. We find that Twitter derived metrics illustrate statistically significant […]

Benefits of SMA Machine Learning Algorithms

September 4, 2019

Social Market Analytics has extensive Intellectual Property in three distinct areas: Topic model creation, account filtering and natural language processing (NLP). I have written blog post about SMA topic model creation capabilities and the impact of our account filtering algorithms. This blog answers the question – “Do your machine learning algorithms really add value to the […]

Performance of SMA Data in a Volatile Market

August 26, 2019

As we move towards the fourth quarter people have been asking how SMA data is performing in this volatile market. Those who have been following us over the years have come to expect the Open to Close (O-C) Chart to illustrate the performance of our data. We have been publishing this chart since the launch […]

IHS Markit Analysis of Social Market Analytics LSE Equity Data

March 11, 2019

Social Market Analytics partners with IHS Markit to distribute our S-Factor data through the IHS Markit Research Signals Feed. Recently, IHS Markit added our LSE 1000 Equity S-Factor Feed to their data offerings. In conjunction with the launch IHS Markit authored a research paper exploring the predictive nature of the SMA S-Factor data on LSE equity […]

Predictive Real-Time Alerting on Commodities

December 11, 2018

Social Market Analytics (SMA) tracks real-time sentiment on equities, commodities, currencies, ETF’s and crypto currencies. SMA has the most powerful and customizable Alerting API combining Twitter sentiment and pricing metrics. Users receive custom real-time sentiment alerts on instruments in their watch list. For example, on December 11, 2018, SMA’s alerting system sent an alert on Corn […]

Power of Predictive Alpha in a Bear Market

November 28, 2018

This year has been tough for most investment strategies. Firms using traditional sources of data are generating the same underwhelming returns. Two years ago, Social Market Analytics, Inc. (SMA) (Twitter) launched the SMLCW index in partnership with the CBOE. This index is re-balanced weekly and comprised of the twenty-five securities selected from the CBOE large cap universe with the […]

Social Market Analytics (SMA) Trading Strategy on Natural Gas Futures

November 21, 2018

Social Market Analytics, Inc. (SMA) has been the leading provider of predictive quantitative signal in the alternative data space for 7 years. Over the years, we have developed patented algorithms that use machine learning and natural language processing to provide content that generates alpha. Our NLP is unique because of our proprietary processes that tag […]

Cboe - SMA Large Cap Weekly Index outperforms in Volatile Market

October 31, 2018

Social Market Analytics, Inc. (SMA) partnered with the Cboe in January 2017 to release the SMLCW Index ‘Cboe –SMA Large Cap Weekly Index’. The SMLCW Index is a Long Only Index that has outperformed since it was released and has continues to outperform in the recent market volatility and sell-off. In the chart below the […]

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SMA Short Squeeze Data Feed

February 22, 2021

SMA Futures Data Sanities

January 4, 2021

SMA S-Score Strength on the Wings

January 16, 2020

Benefits of SMA Machine Learning Algorithms

September 4, 2019

Performance of SMA Data in a Volatile Market

August 26, 2019

IHS Markit Analysis of Social Market Analytics LSE Equity Data

March 11, 2019

Predictive Real-Time Alerting on Commodities

December 11, 2018

Power of Predictive Alpha in a Bear Market

November 28, 2018

Social Market Analytics (SMA) Trading Strategy on Natural Gas Futures

November 21, 2018

Cboe - SMA Large Cap Weekly Index outperforms in Volatile Market

October 31, 2018

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