Bitcoin - Context Analytics

Crypto Currency Market Index

October 13, 2020

We are often asked about broad market indicators for different asset classes. Recently Koby finished some research on a Crypto Currency broad market indicator that is predictive of future Bitcoin prices. We call this indicator the Crypto Market Score (CMS). For the CMS we take once a day snapshots of all coins with a sentiment value. […]

Filtering Relevant Tweets Using Topic Models

July 20, 2020

At Social Market Analytics we use proprietary techniques to return the most accurate Twitter volume for topics of interest. First, we use a topic model not just $Ticker. Most vendors use the CashTag concept to identify securities. At SMA we believe only using CashTag excludes a lot of valuable conversation. We return higher volume and […]

Historical Accuracy Filter Applied to Sentiment Further Increases Predictive Power

October 7, 2019

At Social Market Analytics (SMA) we create predictive signals by aggregating the intentions of professional investors as expressed on Twitter. We have accumulated eight years of out-of-sample data illustrating the predictive nature of the data. We publish sentiment metrics to illustrate the tone of the current conversation relative to historical conversations. One of our key […]

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 […]

SMA releases 'Crypto Fast' Sentiment Data Feed

June 21, 2019

Social Market Analytics (SMA) the leader in predictive social media data feeds has added the ‘Crypto Fast’ to its suite of API data feeds. SMA's S-Factor and Activity Cryptocurrency data feeds have been in production since December 2017. "Clients asked for a bespoke feed for a shorter baseline with 1-Hour price projections. Although clients can […]

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