• Sold by Brain

Free | 2 month subscription available.

Brain Machine Learning proprietary platform is exploited to generate a daily stock ranking based on the predicted future returns of a universe of 1000 stocks on five time horizons: 2,3, 5, 10 and 21 days (other time horizons could be developed and tested upon request). The model implements specific machine learning techniques to combine a variety of features with a series of techniques aimed at mitigating the well-known overfitting problem for financial data with a low signal to noise ratio.

• Sold by Brain

Free | 2 month subscription available.

The Brain Sentiment Indicator monitors public financial news for 6000+ stocks from about 2000 financial media sources in 33 languages by measuring financial sentiment, number of stories published and buzz. The sentiment scoring technology is based on a combination of various natural language processing techniques. For each stock the sentiment score corresponds to the average of sentiment for each piece of news and it is available on two time scales; 7 days and 30 days.

• Sold by Brain

Price $1,700 | 1 month subscription available.

Brain Machine Learning proprietary platform is exploited to generate a daily stock ranking based on the **predicted future returns for the following 10 trading days** for a universe of the largest 1000 US stocks. The model implements a voting scheme of machine learning classifiers that non linearly combine a variety of features with a series of techniques aimed at mitigating the well-known overfitting problem for financial data with a low signal to noise ratio.

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Price $1,200 | 1 month subscription available.

The Brain Sentiment Indicator (Crypto version) monitors public financial news for 60+ of the major cryptocurrencies from thousands of financial media sources in 33 languages. The sentiment scoring technology is based on a combination of various Natural Language Processing techniques. The sentiment score assigned to each crytpo is a value ranging from -1 (most negative) to +1 (most positive) that is updated with a daily frequency.

• Sold by Brain

Price $1,700 | 1 month subscription available.

Brain Machine Learning proprietary platform is exploited to generate a daily stock ranking based on the **predicted future returns for the following 21 trading days** for a universe of the largest 1000 US stocks. The model implements a voting scheme of machine learning classifiers that non linearly combine a variety of features with a series of techniques aimed at mitigating the well-known overfitting problem for financial data with a low signal to noise ratio.

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Free | 2 month subscription available.

The Brain Language Metrics on Earnings Calls Transcripts (BLMECT) dataset has the objective of monitoring several language metrics for the quarterly earnings call transcripts of 4500+ US stocks. With this dataset we aim at providing additional building blocks to asset managers to build investment strategies based on alternative data.

• Sold by Brain

Free | 2 month subscription available.

The Brain Sentiment Indicator (Crypto version) monitors public financial news for 60+ of the major cryptocurrencies from thousands of financial media sources in 33 languages. The sentiment scoring technology is based on a combination of various Natural Language Processing techniques. The sentiment score assigned to each crytpo is a value ranging from -1 (most negative) to +1 (most positive) that is updated with a daily frequency.

• Sold by Brain

Price $2,500 | 1 month subscription available.

The Brain Sentiment Indicator monitors public financial news for 6000+ stocks from thousands of financial media sources in 33 languages by measuring financial sentiment, number of stories published and buzz. The sentiment scoring technology is based on a combination of various natural language processing techniques. For each stock the sentiment score corresponds to the average of sentiment for each piece of news and it is available on two time scales; 7 days and 30 days.

• Sold by Brain

Price $1,700 | 1 month subscription available.

Brain Machine Learning proprietary platform is exploited to generate a daily stock ranking based on the **predicted future returns for the following 5 trading days** for a universe of the largest 1000 US stocks. The model implements a voting scheme of machine learning classifiers that non linearly combine a variety of features with a series of techniques aimed at mitigating the well-known overfitting problem for financial data with a low signal to noise ratio.

• Sold by Brain

Free | 2 month subscription available.

The Brain Language Metrics on Company Filings (BLMCF) dataset has the objective of monitoring several language metrics on 10-Ks and 10-Qs company reports for approximately 6000+ US stocks. Example of metrics are financial sentiment, percentage of specific language type in the document (e.g. litigious language) and similarity among documents. This extended version provides additional language metrics and an analysis of the whole report together with specific report sections (e.g. Risk Factors).