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Machine Readable Filings (MRF): Total Document, MD&A, and Risk Factors Alpha

June 29, 2020

The SMA research team has done a tremendous amount of research on Machine readable filings. This Blog is taken from a research paper authored by Koby Weisman. SMA partnered with S&P Global Market Intelligence to provide textual data in U.S. SEC EDGAR filings broken down by heading with text underneath (i.e. Parts, Items). The textual […]

Sentiment Performance During Covid-19 Volatility

March 16, 2020

People have been asking about performance of sentiment data over the past few weeks. We track performance for all asset classes multiple ways. A lot of recent volatility has been overnight. The chart below illustrates performance of S-Factor S-Score data relative to pre-market close sentiment S-Scores. Criteria for this chart is as follows. Minimum $5 […]

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 […]

Social Market Analytics (SMA) Partners with Coin Metrics to provide Real-Time Sentiment Data Feeds

June 17, 2019

Coin Metrics and Social Market Analytics (SMA) announced today a partnership to incorporate SMA's Crypto Currency Data Feed into the Coin Metrics Market Data Platform. Alternative data such as social media platforms and data feeds have become a vital source of information for traders, particularly in the Crypto Currency Markets. The SMA Crypto Currency Sentiment Feed will […]

Social Market Analytics Identifies Most Accurate Twitter Accounts

May 1, 2019

Social Market Analytics aggregates the intentions of professional investors as expressed on Twitter. We identify these professional investors using our proprietary twelve factor ranking system. One factor is the forward accuracy of Twitter accounts. If a Twitter account is Tweeting bullishly based on our patented NLP process and the security subsequently moves higher over specified […]

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 […]

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