Analytics

StarMine MarketPsych Media Sentiment Model

  1. Overview
  2. Features & benefits
  3. How it works
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An overview of StarMine MarketPsych Media Sentiment Model

The StarMine MarketPsych Media Sentiment (MMS) model is a stock ranking system that provides a 1-100 daily percentile ranking for over 16,000 global stocks. MMS complements the StarMine suite of equity models and follows a similar methodology in research and implementation. The model is derived from our MarketPsych Analytics, a market leader in financial media sentiment data.

The output includes an overall score, as well as specific Equity, Business, and Management scores. The MMS scores are designed to predict the next month’s relative share price returns, with higher ranked stocks outperforming lower.

The historical evaluation demonstrates significant outperformance of higher deciles versus lower ones, with the top-bottom decile spread averaging 10.4% annually from 2006 to October 2020, including 12.3% in the out-of-sample period. The MMS scores are uncorrelated with traditional market factors and complement fundamental models.

Key Facts 

  • Geographical coverage
    Global
  • History
    From 1998
  • Data format
    CSV
    SQL
    Text
  • Delivery mechanism
    Deployed/Onsite Servers
    FTP
    SFTP
  • Data frequency
    Daily

Features & Benefits

What you get with StarMine MarketPsych Media Sentiment Model

  • Easy-to-interpret real-time analytics across news and social media.
  • The MMS Model shows significant top-bottom decile spreads as well as low correlations to traditional equity and StarMine factors.
  • The MMS Model is the first StarMine equity returns model based on news and social media sentiment.

How it works

Accessing the dataset

This dataset can be used by the following products. Talk to us to learn more about different packages and offerings.

StarMine Direct FTP

All of the StarMine models are available for delivery via File Transfer Protocol (FTP). The StarMine FTP delivery is also named StarMine Direct in MyLSEG for client alerting purposes.
Data Formats:
CSV
Text
Delivery Mechanisms:
FTP
SFTP
Service Frequencies:
Daily

LSEG Quantitative Analytics

LSEG Quantitative Analytics – a powerful, scalable platform to manage, maintain and integrate quantitative analysis and investment data. It is available with the following deployment options: o Deployed (On Premise) o Deployed (VM Hosted) o Cloud (Azure) o Cloud (Snowflake)
Data Formats:
SQL
Delivery Mechanisms:
Deployed/Onsite Servers
Service Frequencies:
Daily

DETAILED DATA SUPPORT

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