Sold by: Brain
Deployed on AWS
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.
Overview
Brain Sentiment Indicator on Stocks (Live Feed)
Overview
The Brain Sentiment Indicator monitors public financial news for 6000+ US stocks from about 2000 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 stock is a value ranging from -1 (most negative) to +1 (most positive) that is updated with a daily frequency. 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. Additional fields measuring the number of stories published and the level of attention (buzz) received from financial media are also available. This data set contains full history from August 2016 and is updated daily with new files every day around 6am UTC.
Highlights
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Stay Informed: Leverage Brain’s proprietary automated analysis of financial news flow to gain a deeper understanding of the dynamic factors driving investor sentiment.
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Add Depth to Investment Decisions: Incorporate BSI’s ranking to build quantitative strategies that include sentiment as a short-term momentum indicator. Apply sentiment scores to value strategies to find companies that could be under- or over-priced mainly due to very low or high sentiment.
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Rely on Advanced Technologies and Models: Brain’s robust sentiment scoring technology is based on the combination of various Natural Language Processing techniques. Algorithms have been validated by manually comparing calculated sentiment during positive and negative historical events for a large set of companies included in the universe.
Feed Details
Each stock is assigned a sentiment score ranging from -1 (most negative) to +1 (most positive). Indicators are updated daily and correspond to the average of sentiment for each news article on two time scales; 7 days and 30 days. Absolute volume of news and normalized volume (buzz) contributing to sentiment scoring is also available, so that weighted rankings could also be derived.
Live Data
The dataset provides a daily feed updated each day within 07:00 AM UTC.
Each revision contains only the latest updated data.
Historical Data
The historical data can be obtained for testing purposes by following one of these methods:
- by downloading previous revisions
- by contacting us to at support@braincompany.co
- by subscribing to the free trial product Brain Sentiment Indicator on Stocks (History Trial)
Disclaimer
The content of this dataset is not to be intended as investment advice. The material is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provvaluee investment advisory or other services by Brain. Brain makes no guarantees regarding the accuracy and completeness of the information expressed in the dataset.
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Dimension | Description | Cost/month |
|---|---|---|
Product Access | Dimension that grants access to the product for subscribers. | $4,058.00 |
Vendor refund policy
No refunds are offered for this product, for more information please contact support@braincompany.co
Legal
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Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Delivery details
AWS Data Exchange (ADX)
AWS Data Exchange is a service that helps AWS easily share and manage data entitlements from other organizations at scale.
Additional details
You will receive access to the following data sets.
Data set name | Type | Historical revisions | Future revisions | Sensitive information | Data dictionaries | Data samples |
|---|---|---|---|---|---|---|
Brain Sentiment Indicator on Stocks (Live Feed) | All historical revisions | All future revisions | Not included | Not included |
Resources
Vendor resources
Similar products
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.
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.
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.
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