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Brain Sentiment Indicator for Sectors

Brain Company
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CALCULATION_DATE
SECTOR
REGION
AGGREGATION_TIME_HORIZON
SENTIMENT_SCORE
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Request Data Sample
Volume
20K
records
Avail. Format
.csv
File
Coverage
1
Country
History
6
years

Data Dictionary

Product Attributes
Attribute Type Example Mapping
CALCULATION_DATE
Date 2017-01-02
SECTOR
String information technology
REGION
String US
AGGREGATION_TIME_HORIZON
Integer 7
SENTIMENT_SCORE
Float 0.5

Description

Sentiment indicator on sectors based on NLP analysis of public financial news. The indicator monitors public financial news for 10000+ global stocks from many thousands of financial. The sentiment at stock level is aggregated bottom-up to calculate the sentiment at sector level.
The objective is to provide a sentiment on sectors starting from the calculation of stock sentiment from financial news. 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) and it is updated with a daily frequency. 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 sentiment of each sector is then calculated as an average of the sentiment based on financial news of all stocks belonging to the sector for various time intervals. The sentiment calculation process is the following: 1. Financial news are collected every few minutes from various financial media 2. Brain engine assigns a specific category to each piece of news (e.g. “patent win” or “contract lose”) using semantic rules. Each category has a predefined value of sentiment. 3. If the categorization fails a bag of words approach is used based on dictionaries customized for Financial news. The approach includes a strategy for negation handling. 4. Repetition of similar news is kept into account in the sentiment aggregation. 5. The sentiment is aggregated at stock level and then at sector level

Country Coverage

North America (1)
United States of America

History

6 years of historical data

Volume

11 sectors
20,000 records

Pricing

Free sample available
Brain Company has not published pricing information for this product yet. You can request detailed pricing information below.

Suitable Company Sizes

Small Business
Medium-sized Business
Enterprise

Delivery

Methods
S3 Bucket
SFTP
UI Export
Frequency
daily
Format
.csv

Use Cases

Alpha Generation Systematic Trading
Quantitative Investing
Sentiment Analysis
Sector rotation investment strategy

Categories

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Frequently asked questions

What is Brain Sentiment Indicator for Sectors?

Sentiment indicator on sectors based on NLP analysis of public financial news. The indicator monitors public financial news for 10000+ global stocks from many thousands of financial. The sentiment at stock level is aggregated bottom-up to calculate the sentiment at sector level.

What is Brain Sentiment Indicator for Sectors used for?

This product has 5 key use cases. Brain Company recommends using the data for Alpha Generation, Systematic Trading, Quantitative Investing, Sentiment Analysis, and Sector rotation investment strategy. Global businesses and organizations buy News Data from Brain Company to fuel their analytics and enrichment.

Who can use Brain Sentiment Indicator for Sectors?

This product is best suited if you’re a Medium-sized Business or Enterprise looking for News Data. Get in touch with Brain Company to see what their data can do for your business and find out which integrations they provide.

How far back does the data in Brain Sentiment Indicator for Sectors go?

This product has 6 years of historical coverage. It can be delivered on a daily basis.

Which countries does Brain Sentiment Indicator for Sectors cover?

This product includes data covering 1 country like USA. Brain Company is headquartered in Italy.

How much does Brain Sentiment Indicator for Sectors cost?

Pricing information for Brain Sentiment Indicator for Sectors is available by getting in contact with Brain Company. Connect with Brain Company to get a quote and arrange custom pricing models based on your data requirements.

How can I get Brain Sentiment Indicator for Sectors?

Businesses can buy News Data from Brain Company and get the data via S3 Bucket, SFTP, and UI Export. Depending on your data requirements and subscription budget, Brain Company can deliver this product in .csv format.

What is the data quality of Brain Sentiment Indicator for Sectors?

You can compare and assess the data quality of Brain Company using Datarade’s data marketplace.

What are similar products to Brain Sentiment Indicator for Sectors?

This product has 3 related products. These alternatives include Anachart Stock Market Sentiment Data Over 1M stock recommendations on NASDAQ & NYSE Over the last 20 years Historical & Real-time Sourced, Opoint Quantitative Data Company Data Global Financial Data 235K+ Sources / 3M+ Articles Daily / 185 Languages / 220 Jurisdictions Quant, and News Data Daily news data Web Scraping Data News & Article Data Easy to Integrate Pre-built AI & Automation 50% Cost Saving Free Sample. You can compare the best News Data providers and products via Datarade’s data marketplace and get the right data for your use case.